Publikationen

@ARTICLE{mahbod2024igcd669678,
  author = {Mahbod, A.~ and Dorffner, G.~ and Ellinger, I.~ and Woitek, R.~ and Hatamikia, S.~},
  title = {Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-Deterministic Train Time and Deterministic Test Time Stain Normalization.},
  journal = {Computational and Structural Biotechnology Journal},
  year = {2024},
  volume = {23},
  pages = {669--678},
  doi = {10.1016/j.csbj.2023.12.042},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85181771929\&doi=10.1016%2fj.csbj.2023.12.042\&partnerID=40\&md5=bde683e123c406c6f7ab7f5235374326}
}

@ARTICLE{baumgartner2024aiau,
  author = {Baumgartner, M.~ and Wagner-Menghin, M.~ and Vajda, C.~ and Lecaks, G.~ and Redzic, A.~ and Dorffner, G.~},
  title = {Analysis of the Impact of a University Distance Learning Course on Digitalization in Medicine on Students and Healthcare Professionals.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2024},
  issn = {1613-7671 0043-5325},
  doi = {10.1007/s00508-024-02393-7},
  keywords = {Education;Curriculum;Digital health;Medical informatics;Surveys and questionnaires}
}

@ARTICLE{domingo2024mndd3242,
  author = {Domingo, S.~ and Alonso, J.~ and Ferrer, M.~ and Acosta, M.~ and Alphs, L.~ and Annas, P.~ and Balabanov, P.~ and Berger, A.~ and Bishop, K.~ and Butlen-Ducuing, F.~ and Dorffner, G.~ and Edgar, C.~ and Blanco, M.~ and Harel, B.~ and Harrison, J.~ and Horan, W.~ and Jaeger, J.~ and Kottner, J.~ and Pinkham, A.~ and Tinoco, D.~ and Vance, M.~ and Yavorsky, C.~},
  title = {Methods for Neuroscience Drug Development: Guidance on Standardization of the Process for Defining Clinical Outcome Strategies in Clinical Trials.},
  journal = {European Neuropsychopharmacology},
  year = {2024},
  volume = {83},
  pages = {32--42},
  issn = {0924-977X},
  doi = {10.1016/j.euroneuro.2024.02.009}
}

@ARTICLE{zaragozadomingo2024mndd3242,
  author = {Zaragoza Domingo, S.~ and Alonso, J.~ and Ferrer, M.~ and Acosta, M.T.~ and Alphs, L.~ and Annas, P.~ and Balabanov, P.~ and Berger, A.-K.~ and Bishop, K.I.~ and Butlen-Ducuing, F.~ and Dorffner, G.~ and Edgar, C.~ and de Gracia Blanco, M.~ and Harel, B.~ and Harrison, J.~ and Horan, W.P.~ and Jaeger, J.~ and Kottner, J.~ and Pinkham, A.~ and Tinoco, D.~ and Vance, M.~ and Yavorsky, C.~},
  title = {Methods for Neuroscience Drug Development: Guidance on Standardization of the Process for Defining Clinical Outcome Strategies in Clinical Trials.},
  journal = {European Neuropsychopharmacology},
  year = {2024},
  volume = {83},
  pages = {32--42},
  doi = {10.1016/j.euroneuro.2024.02.009},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189754055\&doi=10.1016%2fj.euroneuro.2024.02.009\&partnerID=40\&md5=f342596bce689c1f3768f787f3ca7666}
}

@ARTICLE{mahbod2024nafa295,
  author = {Mahbod, A.~ and Polak, C.~ and Feldmann, K.~ and Khan, R.~ and Gelles, K.~ and Dorffner, G.~ and Woitek, R.~ and Hatamikia, S.~ and Ellinger, I.~},
  title = {NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H\&E-Stained Histological Images.},
  journal = {Scientific Data},
  year = {2024},
  volume = {11},
  pages = {295},
  issn = {2052-4463},
  doi = {10.1038/s41597-024-03117-2}
}

@ARTICLE{dorffner2024rbhbs371s371,
  author = {Dorffner, G.~ and Gruber, G.~ and Lagler, M.~},
  title = {On the Relationship between Hypoxic Burden and Standard PSG Variables for Obstructive Sleep Apnea Diagnosis and Prediction.},
  journal = {Sleep Medicine},
  year = {2024},
  volume = {115},
  number = {Suppl 1: Abstracts 17th World Sleep Congress, Rio de Janeiro, Brazil, 20–25 October 2023},
  pages = {S371},
  issn = {1389-9457},
  url = {https://www.sciencedirect.com/journal/sleep-medicine/vol/115/suppl/S1?page=10}
}

@ARTICLE{domingo2023sdoo311312,
  author = {Domingo, S.~ and Alonso, J.~ and Ferrer-Fores, M.~ and Acosta, M.~ and Alphs, L.~ and Annas, P.~ and Balabanov, P.~ and Berger, A.~ and Bishop, K.~ and Dorffner, G.~ and Edgar, C.~ and de Gracia, M.~ and Harel, B.~ and Harrison, J.~ and Horan, W.~ and Jaeger, J.~ and Kottner, J.~ and Pinkham, A.~ and Tinoco, D.~ and Vance, M.~ and Yavorsky, C.~ and Butlen, F.~ and {on behalf for the Outcomes Research Group and the ECNP TWG Clinical Outcomes in Early-Phase Clical Trials}},
  title = {Standards for Designing Optimal Outcomes Strategies for Drug Development – Survey on the Challenges in Neurosciences.},
  journal = {Neuropsychopharmacology},
  year = {2023},
  volume = {48},
  number = {Suppl 1: Abstracts American College of Neuropsychopharmacology (ACNP) 62nd Annual Meeting, Tampa, FL, USA, 3–6 December 2023},
  pages = {311--312},
  issn = {0893-133X},
  url = {https://www.nature.com/articles/s41386-023-01756-4#Sec523}
}

@ARTICLE{eibensteiner2023sdaps161s161,
  author = {Eibensteiner, F.~ and Schaup, R.~ and Ritschl, V.~ and Kaltenegger, L.~ and Selzer, A.~ and Dorffner, G.~ and Stamm, T.~ and Schaden, E.~ and Mueller-Sacherer, T.~ and Heindl-Rusai, K.~ and Aufricht, C.~ and Boehm, M.~},
  title = {Systematic Digital Assessment of Patient-Reported Outcomes during Follow-Up of Pediatric Kidney Transplant Recipients: A Pilot Study.},
  journal = {Pediatric Nephrology},
  year = {2023},
  volume = {38},
  number = {Suppl 2: Abstracts 55th European Society for Pediatric Nephrology (ESPN) Annual Meeting, Vilnius, Lithuania, 28 September–1 October 2023},
  pages = {S161},
  issn = {0931-041X},
  url = {https://espn2023.org/wp-content/uploads/2023/09/Abstracts-of-ESPN-2023-Published-in-Ped-Nephrol-19.9.2023.pdf#page=119}
}

@ARTICLE{ipsiroglu2023esv&1230825,
  author = {Ipsiroglu, O.S.~ and Kl{\"o}sch, G.~ and Silvestri, R.C.~ and McCabe, S.M.~ and Dorffner, G.~ and Wetter, T.C.~ and Wiggs, L.~},
  title = {Editorial: Sleep, Vigilance \& Disruptive Behaviors.},
  journal = {Frontiers in Psychiatry},
  year = {2023},
  volume = {14},
  pages = {1230825},
  issn = {1664-0640},
  doi = {10.3389/fpsyt.2023.1230825}
}

@ARTICLE{leser2023lfipe0278454,
  author = {Leser, C.~ and Dorffner, G.~ and Marhold, M.~ and Rutter, A.~ and D{\"o}ger, M.~ and Singer, C.~ and K{\"o}nig-Castillo, D.M.~ and Deutschmann, C.~ and Holzer, I.~ and K{\"o}nig-Castillo, D.~ and Gschwantler-Kaulich, D.~},
  title = {Liver Function Indicators in Patients with Breast Cancer Before and after Detection of Hepatic Metastases—A Retrospective Study.},
  journal = {PLoS One},
  year = {2023},
  volume = {18},
  number = {3},
  pages = {e0278454},
  issn = {1932-6203},
  doi = {10.1371/journal.pone.0278454}
}

@ARTICLE{viola2023edpc46,
  author = {Viola, A.~ and Thiesse, L.~ and Dorffner, G.~ and Fuchs, G.~ and Eder, M.~ and Schaffhausser, J.-Y.~ and Saoud, J.~ and Muller, B.~ and Kemethofer, M.~},
  title = {Estimation de Paramètres Circadiens à Partir de Somno-Art.},
  journal = {Médecine du Sommeil},
  year = {2023},
  volume = {20},
  number = {1: Abstracts Le Congrès du Sommeil ®, Lille, France, 23-25 Novembre 2022},
  pages = {46},
  issn = {1769-4493},
  doi = {10.1016/j.msom.2023.01.079},
  url = {https://www.sciencedirect.com/science/article/pii/S1769449323000791}
}

@ARTICLE{kenn2023frec119,
  author = {Kenn, M.~ and Karch, R.~ and Singer, C.F.~ and Dorffner, G.~ and Schreiner, W.~},
  title = {Flexible Risk Evidence Combination Rules in Breast Cancer Precision Therapy.},
  journal = {Journal of Personalized Medicine},
  year = {2023},
  volume = {13},
  number = {1},
  pages = {119},
  issn = {2075-4426},
  doi = {10.3390/jpm13010119},
  keywords = {precision medicine;personalized medicine;data science;breast cancer;mathematical oncology;Dempster-Shafer theory;evidence theory;hormone receptor status;theory of belief functions}
}

@ARTICLE{baumgartner2022dhup2114851,
  author = {Baumgartner, M.~ and Sauer, C.~ and Blagec, K.~ and Dorffner, G.~},
  title = {Digital Health Understanding and Preparedness of Medical Students: A Cross-Sectional Study.},
  journal = {Medical Education Online},
  year = {2022},
  volume = {27},
  pages = {2114851},
  issn = {null},
  doi = {10.1080/10872981.2022.2114851},
  url = {https://doi.org/10.1080/10872981.2022.2114851}
}

@ARTICLE{mahbod2022addu978146,
  author = {Mahbod, A.~ and Schaefer, G.~ and Dorffner, G.~ and Hatamikia, S.~ and Ecker, R.~ and Ellinger, I.~},
  title = {A Dual Decoder U-Net-Based Model for Nuclei Instance Segmentation in Hematoxylin and Eosin-Stained Histological Images.},
  journal = {Frontiers in Medicine},
  year = {2022},
  volume = {9},
  pages = {978146},
  doi = {10.3389/fmed.2022.978146}
}

@ARTICLE{brandmayr2022rler310322,
  author = {Brandmayr, G.~ and Hartmann, M.~ and F{\"u}rbass, F.~ and Matz, G.~ and Samwald, M.~ and Kluge, T.~ and Dorffner, G.~},
  title = {Relational Local Electroencephalography Representations for Sleep Scoring.},
  journal = {Neural Networks},
  year = {2022},
  volume = {154},
  pages = {310--322},
  issn = {1879-2782 0893-6080},
  doi = {10.1016/j.neunet.2022.07.020},
  keywords = {Context encoding;EEG;Relative position attention;REM;Sequence learning;Transformer}
}

@ARTICLE{eibensteiner2022sdvps404s404,
  author = {Eibensteiner, F.~ and Schaup, R.~ and Ritschl, V.~ and Kaltenegger, L.~ and Hellmann, A.~ and Dorffner, G.~ and Stamm, T.~ and Schaden, E.~ and Mueller-Sacherer, T.~ and Heindl-Rusai, K.~ and Aufricht, C.~ and Boehm, M.~},
  title = {Systematisierte Digitalisierung von Patient-Reported Outcomes bei Kindern und Jugendlichen mit Nierentransplantation in der klinischen Routine: Eine Pilotstudie.},
  journal = {Monatsschrift Kinderheilkunde},
  year = {2022},
  volume = {170},
  number = {Suppl 5: Abstracts der 60. Jahrestagung der {\"O}sterreichischen Gesellschaft f{\"u}r Kinder- und Jugendheilkunde 2022, Wien, 6–8 Oktober 2022},
  pages = {S404},
  url = {https://link.springer.com/content/pdf/10.1007/s00112-022-01596-4}
}

@ARTICLE{schrutka2022mlea11371147,
  author = {Schrutka, L.~ and Anner, P.~ and Agibetov, A.~ and Seirer, B.~ and Dusik, F.~ and Rettl, R.~ and Duca, F.~ and Dalos, D.~ and Dachs, T.-M.~ and Binder, C.~ and Badr-Eslam, R.~ and Kastner, J.~ and Beitzke, D.~ and Loewe, C.~ and Hengstenberg, C.~ and Laufer, G.~ and Stix, G.~ and Dorffner, G.~ and Bonderman, D.~},
  title = {Machine Learning-Derived Electrocardiographic Algorithm for the Detection of Cardiac Amyloidosis.},
  journal = {Heart},
  year = {2022},
  volume = {108},
  number = {14},
  pages = {1137--1147},
  issn = {1468-201X 1355-6037},
  doi = {10.1136/heartjnl-2021-319846},
  keywords = {heart failure;cardiomyopathies;diastolic;electrocardiography}
}

@INPROCEEDINGS{blagec2022agam5263,
  author = {Blagec, K.~ and Dorffner, G.~ and Moradi, M.~ and Ott, S.~ and Samwald, M.~},
  title = {A Global Analysis of Metrics Used for Measuring Performance in Natural Language Processing.},
  booktitle = {Proceedings of NLP Power! The First Workshop on Efficient Benchmarking in NLP},
  year = {2022},
  editor = {Shavrina,T.;Mikhailov,V.;Malykh,V.;Artemova,E.;Serikov,O.;Protasov,V. },
  pages = {52--63},
  address = {Dublin, Ireland},
  publisher = {Association for Computational Linguistics},
  url = {https://aclanthology.org/2022.nlppower-1.pdf#Page=59}
}

@ARTICLE{badreslam2022phpos149s149,
  author = {Badr Eslam, R.~ and Alasti, F.~ and Oeztuerk, B.~ and Duca, F.~ and Binder-Rodriguez, C.~ and Rettl, R.~ and Camuz-Ligios, L.~ and Qin, H.~ and Dorffner, G.~ and Kastner, J.~ and Bonderman, D.~},
  title = {Predicting HFpEF Patient Outcome by Using the Survival Tree Method.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2022},
  volume = {134},
  number = {Suppl 2: Abstracts {\"O}sterreichische Kardiologische Gesellschaft Jahrestagung 2022, „Zur{\"u}ck in die Zukunft“, Salzburg, 25.–28. Mai 2022},
  pages = {S149},
  issn = {0043-5325},
  doi = {10.1007/s00508-022-02035-w}
}

@ARTICLE{leser2022aerp5221257,
  author = {Leser, C.~ and Reiner, A.~ and Dorffner, G.~ and Kastner, M.-T.~ and Igaz, M.~ and Singer, C.~ and K{\"o}nig-Castillo, D.M.~ and Deutschmann, C.~ and K{\"o}nig, D.~ and Holzer, I.~ and Gschwantler-Kaulich, D.~},
  title = {Altered Expression of RB and pRB in Tissue Arrays of Primary Breast Cancers and Matched Axillary Lymph Node Metastases.},
  journal = {Breast Journal},
  year = {2022},
  volume = {2022},
  pages = {5221257},
  doi = {10.1155/2022/5221257}
}

@ARTICLE{koenigcastillo2022iouf1152,
  author = {K{\"o}nig-Castillo, D.M.~ and Ott, J.~ and K{\"o}nig, D.~ and Hager, M.~ and Kahr, M.K.~ and Dorffner, G.~},
  title = {Influence of Obesity and Unemployment on Fertility Rates: A Multinational Analysis of 30 Countries from 1976 to 2014.},
  journal = {Journal of Clinical Medicine},
  year = {2022},
  volume = {11},
  number = {5},
  pages = {1152},
  issn = {2077-0383},
  doi = {10.3390/jcm11051152}
}

@ARTICLE{wallisch2021rpcr284,
  author = {Wallisch, C.~ and Agibetov, A.~ and Dunkler, D.~ and Haller, M.~ and Samwald, M.~ and Dorffner, G.~ and Heinze, G.~},
  title = {The Roles of Predictors in Cardiovascular Risk Models – A Question of Modeling Culture?},
  journal = {BMC Medical Research Methodology},
  year = {2021},
  volume = {21},
  pages = {284},
  issn = {1471-2288},
  doi = {10.1186/s12874-021-01487-4}
}

@INPROCEEDINGS{brandmayr2021sldm379390,
  author = {Brandmayr, G.~ and Hartmann, M.~ and F{\"u}rbass, F.~ and Dorffner, G.~},
  title = {Self-Attention Long-Term Dependency Modelling in Electroencephalography Sleep Stage Prediction.},
  booktitle = {Neural Information Processing, 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8–12, 2021, Proceedings},
  year = {2021},
  editor = {Mantoro,T.;Lee,M.;Ayu,M.A.;Wong,K.W.;Hidayanto,A.N.},
  volume = {Part III},
  number = {13110},
  series = {Lecture Notes in Computer Science},
  pages = {379--390},
  address = {Cham},
  publisher = {Springer International Publishing},
  doi = {10.1007/978-3-030-92238-2_32}
}

@ARTICLE{agibetov2021cnnf1268,
  author = {Agibetov, A.~ and Kammerlander, A.~ and Duca, F.~ and Nitsche, C.~ and Koschutnik, M.~ and Donà, C.~ and Dachs, T.-M.~ and Rettl, R.~ and Stria, A.~ and Schrutka, L.~ and Binder, C.~ and Kastner, J.~ and Agis, H.~ and Kain, R.~ and Auer-Grumbach, M.~ and Samwald, M.~ and Hengstenberg, C.~ and Dorffner, G.~ and Mascherbauer, J.~ and Bonderman, D.~},
  title = {Convolutional Neural Networks for Fully Automated Diagnosis of Cardiac Amyloidosis by Cardiac Magnetic Resonance Imaging.},
  journal = {Journal of Personalized Medicine},
  year = {2021},
  volume = {11},
  number = {12},
  pages = {1268},
  issn = {2075-4426},
  doi = {10.3390/jpm11121268},
  keywords = {heart failure;artificial intelligence;cardiac amyloidosis;diagnostic ability}
}

@ARTICLE{motyka2021kccv23532367,
  author = {Motyka, S.~ and Hingerl, L.~ and Strasser, B.~ and Hangel, G.~ and Heckova, E.~ and Agibetov, A.~ and Dorffner, G.~ and Gruber, S.~ and Trattning, S.~ and Bogner, W.~},
  title = {K-Space-Based Coil Combination via Geometric Deep Learning for Reconstruction of Non-Cartesian MRSI Data.},
  journal = {Magnetic Resonance in Medicine},
  year = {2021},
  volume = {86},
  number = {5},
  pages = {2353--2367},
  doi = {10.1002/mrm.28876},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107279984\&doi=10.1002%2fmrm.28876\&partnerID=40\&md5=ed0d7a57d32246cf575b030df5abab61}
}

@ARTICLE{schrutka2021amle18011801,
  author = {Schrutka, L.~ and Anner, P.~ and Seirer, B.~ and Rettl, R.~ and Duca, F.~ and Dalos, D.~ and Dachs, T.~ and Binder, C.~ and Badr-Eslam, R.~ and Kastner, J.~ and Loewe, C.~ and Hengstenberg, C.~ and Stix, G.~ and Dorffner, G.~ and Bonderman, D.~},
  title = {A Machine Learning-Derived Electrocardiographic Algorithm for the Detection of Cardiac Amyloidosis.},
  journal = {European Heart Journal},
  year = {2021},
  volume = {42},
  number = {Suppl 1: Abstracts ESC Congress 2021 – The Digital Experience, 27–30 August 2021},
  pages = {1801},
  issn = {0195-668X},
  doi = {10.1093/eurheartj/ehab724.1801}
}

@ARTICLE{bancher2021imrn2035,
  author = {Bancher, B.~ and Mahbod, A.~ and Ellinger, I.~ and Ecker, R.~ and Dorffner, G.~},
  title = {Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin \& Eosin-Stained Histological Images.},
  journal = {Proceedings of Machine Learning Research},
  year = {2021},
  volume = {156},
  pages = {20--35},
  note = {[2021 MICCAI Computational Pathology (COMPAY) Workshop, Virtual, 27 September 2021]},
  issn = {2640-3498},
  url = {https://proceedings.mlr.press/v156/bancher21a/bancher21a.pdf}
}

@ARTICLE{schrutka2021amle9494,
  author = {Schrutka, L.~ and Anner, P.~ and Seirer, B.~ and Rettl, R.~ and Duca, F.~ and Dalos, D.~ and Dachs, T.~ and Binder, C.~ and Badr-Eslam, R.~ and Kastner, J.~ and Hengstenberg, C.~ and Laufer, G.~ and Stix, G.~ and Dorffner, G.~ and Bonderman, D.~},
  title = {A Machine Learning-Derived Electrocardiographic Algorithm for the Detection of Cardiac Amyloidosis.},
  journal = {European Journal of Heart Failure},
  year = {2021},
  volume = {23},
  number = {Suppl 2: Abstracts Heart Failure 2021 and the World Congress on Acute Heart Failure, Online, 29 June–1 July 2021},
  pages = {94},
  issn = {1388-9842},
  url = {https://onlinelibrary.wiley.com/toc/18790844/2021/23/S2}
}

@ARTICLE{mahbod2021iibd967,
  author = {Mahbod, A.~ and Schaefer, G.~ and L{\"o}w, C.~ and Dorffner, G.~ and Ecker, R.~ and Ellinger, I.~},
  title = {Investigating the Impact of the Bit Depth of Fluorescence-Stained Images on the Performance of Deep Learning-Based Nuclei Instance Segmentation.},
  journal = {Diagnostics},
  year = {2021},
  volume = {11},
  number = {6},
  pages = {967},
  issn = {2075-4418},
  doi = {10.3390/diagnostics11060967},
  keywords = {bit depth;computational pathology;deep learning;fluorescence staining;medical image analysis;nuclei segmentation}
}

@ARTICLE{mahbod2021cadn104349,
  author = {Mahbod, A.~ and Schaefer, G.~ and Bancher, B.~ and L{\"o}w, C.~ and Dorffner, G.~ and Ecker, R.~ and Ellinger, I.~},
  title = {CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H\&E-Stained Histological Images.},
  journal = {Computers in Biology and Medicine},
  year = {2021},
  volume = {132},
  pages = {104349},
  doi = {10.1016/j.compbiomed.2021.104349},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85103105720\&doi=10.1016%2fj.compbiomed.2021.104349\&partnerID=40\&md5=7d018cb90d71e87a6cc44659ead35864}
}

@ARTICLE{schrutka2021amles103s104,
  author = {Schrutka, L.~ and Anner, P.~ and Agibetov, A.~ and Seirer, B.~ and Rettl, R.~ and Duca, F.~ and Dalos, D.~ and Dachs, T.~ and Binder, C.~ and Badr-Eslam, R.~ and Kastner, J.~ and Beitzke, D.~ and Lowe, C.~ and Hengstenberg, C.~ and Laufer, G.~ and Stix, G.~ and Dorffner, G.~ and Bonderman, D.~},
  title = {A Machine Learning-Derived Electrocardiographic Algorithm for the Detection of Cardiac Amyloidosis.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2021},
  volume = {133},
  number = {Suppl 3: Abstracts {\"O}sterreichische Kardiologische Gesellschaft Jahrestagung 2021, „Alte Herzen – Neue Perspektiven“, Online-Congress, Salzburg, {\"O}sterreich, 27.–29. Mai 2021},
  pages = {S103--S104},
  issn = {0043-5325},
  url = {https://link.springer.com/content/pdf/10.1007/s00508-021-01884-1.pdf#page=71}
}

@ARTICLE{leser2021clpbe4e5,
  author = {Leser, A.C.~ and Dorffner, G.~ and Marhold, M.~ and Rutter, A.~ and Doeger, M.~ and Singer, C.~ and Deutschmann, C.~ and Gschwantler-Kaulich, D.~},
  title = {Course of Liver Parameters in Breast Carcinoma Patients with Liver Metastases.},
  journal = {Geburtshilfe und Frauenheilkunde},
  year = {2021},
  volume = {81},
  number = {4, Abstracts zur XXIX. Wissenschaftlichen Tagung der Arbeitsgemeinschaft f{\"u}r gyn{\"a}kologische Onkologie (AGO) der OEGGG und zum 18. {\"O}sterreichischen Kongress „Krebs bei der Frau“, virtuelle Tagung, 15.–17. April 2021},
  pages = {E4--E5},
  issn = {0016-5751},
  doi = {10.1055/s-011-50704},
  url = {https://www.thieme-connect.de/products/ejournals/issue/10.1055/s-011-50704}
}

@INPROCEEDINGS{mahbod2021ieir40474053,
  author = {Mahbod, A.~ and Schaefer, G.~ and Wang, C.~ and Ecker, R.~ and Dorffner, G.~ and Ellinger, I.~},
  title = {Investigating and Exploiting Image Resolution for Transfer Learning-Based Skin Lesion Classification.},
  booktitle = {Proceedings of ICPR 2020 – 25th International Conference on Pattern Recognition, Milan, Italy, 10–15 Jan 2021},
  year = {2021},
  pages = {4047--4053},
  address = {Piscataway, NJ},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/ICPR48806.2021.9412307}
}

@ARTICLE{brandmayr2020qemks24s24,
  author = {Brandmayr, G.~ and Hartmann, M.~ and Luigart, R.~ and Schneider, B.~ and Kluge, T.~ and Dorffner, G.~},
  title = {Quiet-Sleep Erkennung mit k{\"u}nstlicher Intelligenz bei S{\"a}uglingen.},
  journal = {Somnologie},
  year = {2020},
  volume = {24},
  number = {Suppl 1: Abstracts 28. Jahrestagung der Deutschen Gesellschaft f{\"u}r Schlafforschung und Schlafmedizin e.V., Virtuell, Essen, Deutschland, 29.–31. Oktober 2020},
  pages = {S24},
  doi = {10.1007/s11818-020-00267-4}
}

@ARTICLE{agibetov2020mleps167s168,
  author = {Agibetov, A.~ and Seirer, B.~ and Theresa-Marie, D.~ and Matthias, K.~ and Dalos, D.~ and Rettl, R.~ and Duca, F.~ and Lore, S.~ and Agis, H.~ and Kain, R.~ and Michaela, A.~ and Binder, C.~ and Mascherbauer, J.~ and Hengstenberg, C.~ and Samwald, M.~ and Dorffner, G.~ and Bonderman, D.~},
  title = {Machine Learning Enables Prediction of Cardiac Amyloidosis by Routine Laboratory Parameters: A Proof-of-Concept Study.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2020},
  volume = {132},
  number = {Suppl 5: Abstracts {\"O}sterreichische Kardiologische Gesellschaft Jahrestagung 2020, Salzburg, {\"O}sterreich, 1.–3. November 2020},
  pages = {S167--S168},
  issn = {0043-5325},
  doi = {10.1007/s00508-020-01749-z}
}

@ARTICLE{leser2020craw16391644,
  author = {Leser, C.~ and Deutschmann, C.~ and Dorffner, G.~ and Gschwantler-Kaulich, D.~ and Castillo, D.M.~ and Abayev, S.~ and St{\"u}bler, M.~ and Reitsamer, R.~ and Singer, C.~},
  title = {Complication Rates among Women Undergoing Preventive Mastectomy: An Austrian Registry.},
  journal = {Breast Journal},
  year = {2020},
  volume = {26},
  number = {9},
  pages = {1639--1644},
  issn = {1524-4741 1075-122X},
  doi = {10.1111/tbj.13877},
  keywords = {complications;BRCA;breast reconstruction;prophylactic mastectomy;registry}
}

@ARTICLE{mahbod2020tlua105475,
  author = {Mahbod, A.~ and Schaefer, G.~ and Wang, C.~ and Dorffner, G.~ and Ecker, R.~ and Ellinger, I.~},
  title = {Transfer Learning Using a Multi-Scale and Multi-Network Ensemble for Skin Lesion Classification.},
  journal = {Computer Methods and Programs in Biomedicine},
  year = {2020},
  volume = {193},
  pages = {105475},
  issn = {1872-7565 0169-2607},
  doi = {10.1016/j.cmpb.2020.105475},
  keywords = {Dermoscopy;Deep learning;Image cropping;Image resolution;Medical image analysis;Skin cancer;Transfer learning}
}

@ARTICLE{eibensteiner2020pedks133s133,
  author = {Eibensteiner, F.~ and Kaltenegger, L.~ and Brandst{\"a}tter, S.~ and Hellmann, A.~ and Dorffner, G.~ and Wrba, T.~ and Stamm, T.~ and Aufricht, C.~ and B{\"o}hm, M.~},
  title = {Pilotprojekt eines digitalen klinischen Anamnesesystems in der p{\"a}diatrischen Nephrologie (im Rahmen von PaSi-POeT).},
  journal = {Monatsschrift f{\"u}r Kinderheilkunde},
  year = {2020},
  volume = {168},
  number = {Suppl 2: Abstracts 58. Jahrestagung der {\"O}sterreichischen Gesellschaft f{\"u}r Kinder- und Jugendheilkunde ({\"O}GKJ) 2020, Innsbruck, {\"O}sterreich, 24.–26. September 2020},
  pages = {S133},
  doi = {10.1007/s00112-020-00986-w}
}

@MISC{blagec2020acam200802577,
  author = {Blagec, K.~ and Dorffner, G.~ and Moradi, M.~ and Samwald, M.~},
  title = {A Critical Analysis of Metrics Used for Measuring Progress in Artificial Intelligence.},
  year = {2020},
  url = {https://arxiv.org/abs/2008.02577}
}

@ARTICLE{anner2020cinf108765,
  author = {Anner, P.~ and Passecker, J.~ and Klausberger, T.~ and Dorffner, G.~},
  title = {Ca2+ Imaging of Neurons in Freely Moving Rats with Automatic Post Hoc Histological Identification.},
  journal = {Journal of Neuroscience Methods},
  year = {2020},
  volume = {341},
  pages = {108765},
  issn = {1872-678X 0165-0270},
  doi = {10.1016/j.jneumeth.2020.108765},
  keywords = {Immunohistochemistry;Calcium imaging;Confocal microscopy;Freely moving behavior;Histology;Miniature microscopes}
}

@ARTICLE{agibetov2020mlep1334,
  author = {Agibetov, A.~ and Seirer, B.~ and Dachs, T.-M.~ and Koschutnik, M.~ and Dalos, D.~ and Rettl, R.~ and Duca, F.~ and Schrutka, L.~ and Agis, H.~ and Kain, R.~ and Auer-Grumbach, M.~ and Binder, C.~ and Mascherbauer, J.~ and Hengstenberg, C.~ and Samwald, M.~ and Dorffner, G.~ and Bonderman, D.~},
  title = {Machine Learning Enables Prediction of Cardiac Amyloidosis by Routine Laboratory Parameters: A Proof-of-Concept Study.},
  journal = {Journal of Clinical Medicine},
  year = {2020},
  volume = {9},
  number = {5},
  pages = {1334},
  issn = {2077-0383 2077-0383},
  doi = {10.3390/jcm9051334},
  keywords = {heart failure;artificial intelligence;cardiac amyloidosis;machine learning}
}

@ARTICLE{leser2020evbd433433,
  author = {Leser, C.~ and Reiner, A.~ and Dorffner, G.~ and Kastner, M.-T.~ and Igaz, M.~ and Singer, C.~ and Deutschmann, C.~ and Holzer, I.~ and Castillo, D.M.~ and Gschwantler-Kaulich, D.~},
  title = {Expression von Biomarkern des Cyclin D-Cyclin Dependent Kinase 4/6-Retinoblastompathways in Tissue Arrays von prim{\"a}ren Brusttumoren und gematchten Lymphknotenmetastasen.},
  journal = {Geburtshilfe und Frauenheilkunde},
  year = {2020},
  volume = {80},
  number = {4: Abstracts Wissenschaftliche Tagung der Arbeitsgemeinschaft f{\"u}r gyn{\"a}kologische Onkologie (AGO) der {\"O}sterreichischen Gesellschaft f{\"u}r Gyn{\"a}kologie und Geburtshilfe (OEGGG) 2020},
  pages = {433},
  issn = {0016-5751},
  doi = {10.1055/s-0039-3403393}
}

@ARTICLE{moradi2020dceq105117,
  author = {Moradi, M.~ and Dorffner, G.~ and Samwald, M.~},
  title = {Deep Contextualized Embeddings for Quantifying the Informative Content in Biomedical Text Summarization.},
  journal = {Computer Methods and Programs in Biomedicine},
  year = {2020},
  volume = {184},
  pages = {105117},
  issn = {1872-7565 0169-2607},
  doi = {10.1016/j.cmpb.2019.105117},
  keywords = {Biomedical text mining;Clustering;Contextualized embeddings;Deep learning;domain knowledge;Text summarization}
}

@ARTICLE{weidenauer2020rfpt2,
  author = {Weidenauer, A.~ and Bauer, M.~ and Sauerzopf, U.~ and Bartova, L.~ and Nics, L.~ and Pfaff, S.~ and Philippe, C.~ and Berroterán-Infante, N.~ and Pichler, V.~ and Meyer, B.M.~ and Rabl, U.~ and Sezen, P.~ and Cumming, P.~ and Stimpfl, T.~ and Sitte, H.H.~ and Lanzenberger, R.~ and Mossaheb, N.~ and Zimprich, A.~ and Rusjan, P.~ and Dorffner, G.~ and Mitterhauser, M.~ and Hacker, M.~ and Pezawas, L.~ and Kasper, S.~ and Wadsak, W.~ and Praschak-Rieder, N.~ and Willeit, M.~},
  title = {On the Relationship of First-Episode Psychosis to the Amphetamine-Sensitized State: A Dopamine D2/3 Receptor Agonist Radioligand Study.},
  journal = {Translational Psychiatry},
  year = {2020},
  volume = {10},
  pages = {2},
  issn = {2158-3188 2158-3188},
  doi = {10.1038/s41398-019-0681-5}
}

@ARTICLE{beyzaei2019uptms36s36,
  author = {Beyzaei, N.~ and Bao, S.~ and Maher, S.~ and Silvestri, R.~ and Walters, A.~ and Dorffner, G.~ and Kloesch, G.~ and Spruyt, K.~ and Ipsiroglu, O.~},
  title = {Using Pictograms to Make ‘Structured Behavioural Observations’ of Youth with Restless Legs Syndrome Reproducible.},
  journal = {Sleep Medicine},
  year = {2019},
  volume = {64},
  number = {Suppl 1: Abstracts 15th World Sleep Congress, Vancouver, Canada, 20–25 September 2019},
  pages = {S36},
  issn = {1389-9457},
  doi = {10.1016/j.sleep.2019.11.099}
}

@ARTICLE{gruber2019crbcs191s191,
  author = {Gruber, G.~ and Thiesse, L.~ and Kemethofer, M.~ and Dehouck, V.~ and Parapatics, S.~ and Kirscher, D.~ and Loretz, E.~ and Viola, A.~ and Dorffner, G.~},
  title = {Characterization and Relationship between Central and Autonomic Arousals in Healthy Controls and Apnea Patients.},
  journal = {Sleep Medicine},
  year = {2019},
  volume = {64},
  number = {Suppl 1: Abstracts 15th World Sleep Congress, Vancouver, Canada, 20–25 September 2019},
  pages = {S191},
  issn = {1389-9457},
  doi = {10.1016/j.sleep.2019.11.530}
}

@ARTICLE{thiesse2019sawss382s382,
  author = {Thiesse, L.~ and Kemethofer, M.~ and Muller, B.~ and Fuchs, G.~ and Gruber, G.~ and Parapatics, S.~ and Loretz, E.~ and Friedrich, S.~ and Dorffner, G.~ and Viola, A.~},
  title = {Sleep Analysis with Somno-Art Software as Compared to Somnolyzer, a Validated Computer-Assisted Sleep Classification, in Apneic Patients and Healthy Controls: A Valid Alternative?},
  journal = {Sleep Medicine},
  year = {2019},
  volume = {64},
  number = {Suppl 1: Abstracts 15th World Sleep Congress, Vancouver, Canada, 20–25 September 2019},
  pages = {S382},
  issn = {1389-9457},
  doi = {10.1016/j.sleep.2019.11.1065}
}

@ARTICLE{xiao2019hdcds423s424,
  author = {Xiao, K.~ and Chan, M.~ and Bu, Y.~ and Beyzaei, N.~ and Dorffner, G.~ and Dueck, A.~ and Fagundes, S.~ and Fagundes, D.~ and Kloesch, G.~ and Kuo, C.~ and Paditz, E.~ and Schneider, B.~ and Silvestri, R.~ and Spruyt, K.~ and Veer, D.~ and Ipsiroglu, O.S.~ and Walters, A.~},
  title = {Home Data Collection: Developing a Framework for an International Research Network Registry.},
  journal = {Sleep Medicine},
  year = {2019},
  volume = {64},
  number = {Suppl 1: Abstracts 15th World Sleep Congress, Vancouver, Canada, 20–25 September 2019},
  pages = {S423--S424},
  issn = {1389-9457},
  doi = {10.1016/j.sleep.2019.11.1177}
}

@ARTICLE{rassi2019cdbb134401,
  author = {Rassi, E.~ and Dorffner, G.~ and Gruber, W.~ and Schabus, M.~ and Klimesch, W.~},
  title = {Coupling and Decoupling between Brain and Body Oscillations.},
  journal = {Neuroscience Letters},
  year = {2019},
  volume = {711},
  pages = {134401},
  issn = {1872-7972 0304-3940},
  doi = {10.1016/j.neulet.2019.134401},
  keywords = {Body;Brain;Coupling;Decoupling;Oscillations}
}

@ARTICLE{agibetov2019ebpc16771677,
  author = {Agibetov, A.~ and Seirer, B.~ and Aschauer, S.~ and Dalos, D.~ and Rettl, R.~ and Duca, F.~ and Agis, H.~ and Kain, R.~ and Binder, C.~ and Mascherbauer, J.~ and Hengstenberg, C.~ and Samwald, M.~ and Dorffner, G.~ and Bonderman, D.~},
  title = {Extremely Boosted Prediction of Cardiac Amyloidosis by Routine Laboratory Paramaters.},
  journal = {European Heart Journal},
  year = {2019},
  volume = {40},
  number = {Suppl 1: Abstracts European Society of Cardiology (ESC) Congress 2019, Paris, France, 31 August–4 September 2019},
  pages = {1677},
  issn = {0195-668X},
  doi = {10.1093/eurheartj/ehz748.1043}
}

@ARTICLE{ludwig2019csad1519,
  author = {Ludwig, B.~ and K{\"o}nig, D.~ and Kapusta, N.D.~ and Bl{\"u}ml, V.~ and Dorffner, G.~ and Vyssoki, B.~},
  title = {Clustering Suicides: A Data-Driven, Exploratory Machine Learning Approach.},
  journal = {European Psychiatry},
  year = {2019},
  volume = {62},
  pages = {15--19},
  issn = {1778-3585 0924-9338},
  doi = {10.1016/j.eurpsy.2019.08.009},
  keywords = {Suicide;Cluster analysis;Machine-learning;Suicide methods;Violent suicide}
}

@INPROCEEDINGS{agibetov2019uhlc2630,
  author = {Agibetov, A.~ and Dorffner, G.~ and Samwald, M.~},
  title = {Using Hyperbolic Large-Margin Classifiers for Biological Link Prediction.},
  booktitle = {Proceedings of the 5th Workshop on Semantic Deep Learning, SemDeep@IJCAI 2019, Macau, China, August 12, 2019},
  year = {2019},
  editor = {Espinosa Anke,L.;Declerck,T.;Gromann,D.;Camacho-Collados,J.;Pilehvar,M.T.},
  pages = {26--30},
  address = {Stroudsburg},
  month = {aug},
  publisher = {Association for Computational Linguistics},
  url = {https://www.aclweb.org/anthology/W19-5805}
}

@ARTICLE{fruehwirt2019aebp3138,
  author = {Fruehwirt, W.~ and Dorffner, G.~ and Roberts, S.~ and Gerstgrasser, M.~ and Grossegger, D.~ and Schmidt, R.~ and Dal-Bianco, P.~ and Ransmayr, G.~ and Garn, H.~ and Waser, M.~ and Benke, T.~},
  title = {Associations of Event-Related Brain Potentials and Alzheimer’s Disease Severity: A Longitudinal Study.},
  journal = {Progress in Neuropsychopharmacology \& Biological Psychiatry},
  year = {2019},
  volume = {92},
  pages = {31--38},
  issn = {0278-5846},
  doi = {10.1016/j.pnpbp.2018.12.013},
  keywords = {mild cognitive impairment;Alzheimer´s disease;dementia;diagnosis;Event-related potentials;global prevalence;markers;mini-mental-state;n200;p300;p50;quantitative eeg;subcomponent;target detection}
}

@ARTICLE{prahm2019cesu956962,
  author = {Prahm, C.~ and Schulz, A.~ and Paaßen, B.~ and Schoisswohl, J.~ and Kaniusas, E.~ and Dorffner, G.~ and Hammer, B.~ and Aszmann, O.~},
  title = {Counteracting Electrode Shifts in Upper-Limb Prosthesis Control via Transfer Learning.},
  journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},
  year = {2019},
  volume = {27},
  number = {5},
  pages = {956--962},
  doi = {10.1109/TNSRE.2019.2907200},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065579143\&doi=10.1109%2fTNSRE.2019.2907200\&partnerID=40\&md5=e529e784bcdbf6819564a18e27741ab2}
}

@ARTICLE{agibetov2019ovsss367s368,
  author = {Agibetov, A.~ and Seirer, B.~ and Aschauer, S.~ and Dalos, D.~ and Rettl, R.~ and Duca, F.~ and Agis, H.~ and Kain, R.~ and Binder, C.~ and Mascherbauer, J.~ and Hengstenberg, C.~ and Samwald, M.~ and Dorffner, G.~ and Bonderman, D.~},
  title = {Optimal Variable Selection for Simple Prediction Model of Cardiac Amyloidosis by Routine Laboratory Parameters.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2019},
  volume = {131},
  number = {Suppl 2: Abstracts {\"O}sterreichische Kardiologische Gesellschaft Jahrestagung 2019, Salzburg, {\"O}sterreich, 29. Mai–1. Juni 2019},
  pages = {S367--S368},
  issn = {0043-5325},
  url = {https://link.springer.com/journal/508/131/2/suppl}
}

@ARTICLE{deutschmann2019pvriabstract p51606,
  author = {Deutschmann, C.~ and Gschwantler-Kaulich, D.~ and Dorffner, G.~ and Singer, C.~ and Leser, C.~ and Kauer-Dorner, D.~},
  title = {Prepectoral versus Retropectoral Implant-Based Breast Reconstruction – The Surgical and Radiotherapeutical Perspective.},
  journal = {Cancer Research},
  year = {2019},
  volume = {79},
  number = {4, Suppl: Abstracts 2018 San Antonio Breast Cancer Symposium, San Antonio, TX, USA, 4–8 December 2018},
  pages = {Abstract P5-16-06},
  issn = {0008-5472},
  doi = {10.1158/1538-7445.SABCS18-P5-16-06}
}

@ARTICLE{passecker2019apnp152164e7,
  author = {Passecker, J.~ and Mikus, N.~ and Malagon-Vina, H.~ and Anner, P.~ and Dimidschstein, J.~ and Fishell, G.~ and Dorffner, G.~ and Klausberger, T.~},
  title = {Activity of Prefrontal Neurons Predict Future Choices during Gambling.},
  journal = {Neuron},
  year = {2019},
  volume = {101},
  number = {1},
  pages = {152--164.e7},
  issn = {1097-4199 0896-6273},
  doi = {10.1016/j.neuron.2018.10.050},
  keywords = {Animals;Male;Rats;*adaptive control;*decision-making;*gambling;*Gambling/psychology;*negative feedback;*outcome evaluation;*prefrontal cortex;*prelimbic cortex;*Reward;*risk;Choice Behavior/*physiology;Decision Making/*physiology;Neurons/*physiology;Optogenetics/methods;Prefrontal Cortex/*physiology;Rats;Long-Evans}
}

@ARTICLE{koenig2018aumh6671,
  author = {K{\"o}nig, D.~ and Fellinger, M.~ and Pruckner, N.~ and Hinterbuchinger, B.~ and Dorffner, G.~ and Gleiss, A.~ and Vyssoki, S.~ and Vyssoki, B.~},
  title = {Availability and Use of Mental Health Services in European Countries: Influence on National Suicide Rates.},
  journal = {Journal of Affective Disorders},
  year = {2018},
  volume = {239},
  pages = {66--71},
  note = {
[Erratum: K{\"o}nig D., Fellinger M., Pruckner N., Hinterbuchinger B., Dorffner G., Gleiss A., Vyssoki S., Vyssoki B. Corrigendum to “Availability and Use of Mental Health Services in European Countries: Influence on National Suicide Rates” [Journal of Affective Disorders 239 (2018) 66–71], Journal of Affective Disorders 257, 599, (2019)]},
  issn = {1573-2517 0165-0327},
  doi = {10.1016/j.jad.2018.06.042},
  keywords = {Adolescent;Adult;Female;Humans;Male;Europe/epidemiology;Suicide/*statistics \& numerical data;*Suicide;Mortality/trends;Health Services Accessibility/*statistics \& numerical data;*Economic crisis;*Mental health services;Mental Disorders/*therapy;Mental Health Services/*statistics \& numerical data}
}

@ARTICLE{dorffner2018eissabstract p473,
  author = {Dorffner, G.~ and Pichler, L.~ and Gruber, G.~ and Rošt’áková, Z.~ and Rosipal, R.~},
  title = {Effects of Ischemic Stroke on Sleep Architecture: A Retrospective Study.},
  journal = {Journal of Sleep Research},
  year = {2018},
  volume = {27},
  number = {Suppl 1: Abstracts 24th Congress of the European Sleep Research Society, Basel, Switzerland, 25–28 September 2018},
  pages = {Abstract P473},
  issn = {0962-1105},
  doi = {10.1111/jsr.12751},
  url = {https://doi.org/10.1111/jsr.12750}
}

@ARTICLE{ratzinger2018mlfi12233,
  author = {Ratzinger, F.~ and Haslacher, H.~ and Perkmann, T.~ and Pinzan, M.~ and Anner, P.~ and Makristathis, A.~ and Burgmann, H.~ and Heinze, G.~ and Dorffner, G.~},
  title = {Machine Learning for Fast Identification of Bacteraemia in SIRS Patients Treated on Standard Care Wards: A Cohort Study.},
  journal = {Scientific Reports},
  year = {2018},
  volume = {8},
  pages = {12233},
  issn = {2045-2322 2045-2322},
  doi = {10.1038/s41598-018-30236-9},
  keywords = {Adult;Female;Humans;Male;Aged;Middle Aged;ROC Curve;Area Under Curve;Cohort Studies;Prospective Studies;Models;Theoretical;Biomarkers/blood;Bacteremia/blood/classification/*diagnosis;Calcitonin/blood;Forecasting;Machine Learning;Protein Precursors/blood;Systemic Inflammatory Response Syndrome/blood/*complications/microbiology}
}

@ARTICLE{deboer2018arp2668677,
  author = {De Boer, P.~ and Drevets, W.C.~ and Rofael, H.~ and van der Ark, P.~ and Kent, J.M.~ and Kezic, I.~ and Parapatics, S.~ and Dorffner, G.~ and van Gerven, J.~ and Beneš, H.~ and Keicher, C.~ and Jahn, H.~ and Seiden, D.J.~ and Luthringer, R.~},
  title = {A Randomized Phase 2 Study to Evaluate the Orexin-2 Receptor Antagonist Seltorexant in Individuals with Insomnia without Psychiatric Comorbidity.},
  journal = {Journal of Psychopharmacology},
  year = {2018},
  volume = {32},
  number = {6},
  pages = {668--677},
  issn = {1461-7285 0269-8811},
  doi = {10.1177/0269881118773745},
  keywords = {Adult;Female;Humans;Male;Young Adult;Time Factors;Middle Aged;Surveys and Questionnaires;Double-Blind Method;Cross-Over Studies;Treatment Outcome;*Insomnia;*JNJ-42847922;*orexin antagonists;*seltorexant;*sleep efficiency;Headache/chemically induced;Orexin Receptor Antagonists/*administration \& dosage/adverse effects/therapeutic use;Orexin Receptors/drug effects/metabolism;Polysomnography;Pyrimidines/*administration \& dosage/adverse effects/therapeutic use;Pyrroles/*administration \& dosage/adverse effects/therapeutic use;Sleep Initiation and Maintenance Disorders/*drug therapy;Sleep/*drug effects;Sleepiness;Triazoles/*administration \& dosage/adverse effects/therapeutic use}
}

@ARTICLE{lombard2018ppma245252,
  author = {Lombard, A.~ and Brittain, C.~ and Wishart, G.~ and Lowe, S.~ and McCarthy, A.~ and Landschulz, W.~ and Dorffner, G.~ and Anderer, P.~ and Yuen, E.~},
  title = {Population Pharmacokinetic/Pharmacodynamic Modelling of Auditory-Evoked Event-Related Potentials with Lorazepam.},
  journal = {Basic \& Clinical Pharmacology \& Toxicology},
  year = {2018},
  volume = {122},
  number = {2},
  pages = {245--252},
  issn = {1742-7843 1742-7835},
  doi = {10.1111/bcpt.12900},
  keywords = {Female;Humans;Male;Middle Aged;Healthy Volunteers;*Models;Biological;Cross-Over Studies;Single-Blind Method;Reaction Time/drug effects;Acoustic Stimulation;Auditory Cortex/*drug effects/physiology;Event-Related Potentials;P300/*drug effects;Evoked Potentials;Auditory/*drug effects;Hypnotics and Sedatives/*administration \& dosage/*pharmacokinetics;Lorazepam/*administration \& dosage/*pharmacokinetics;Nonlinear Dynamics}
}

@ARTICLE{malagonvina2018fndp309,
  author = {Malagon-Vina, H.~ and Ciocchi, S.~ and Passecker, J.~ and Dorffner, G.~ and Klausberger, T.~},
  title = {Fluid Network Dynamics in the Prefrontal Cortex during Multiple Strategy Switching.},
  journal = {Nature Communications},
  year = {2018},
  volume = {9},
  pages = {309},
  issn = {2041-1723 2041-1723},
  doi = {10.1038/s41467-017-02764-x},
  keywords = {Algorithms;Animals;Neurons/*physiology;Prefrontal Cortex/*physiology;Rats;Long-Evans;Action Potentials/*physiology;Gyrus Cinguli/physiology;Maze Learning/physiology;Models;Neurological;Nerve Net/*physiology;Spatial Navigation/physiology}
}

@ARTICLE{gruber2017oasue120e120,
  author = {Gruber, G.~ and Parapatics, S.~ and Loretz, E.~ and Kemethofer, M.~ and Simeoni, M.~ and Rainer, L.~ and Dorffner, G.~},
  title = {Objective Assessment of Sleep Using a 2-Channel Portable, Self-Applicable Device.},
  journal = {Sleep Medicine},
  year = {2017},
  volume = {40},
  number = {Suppl 1: Abstracts 14th World Sleep Congress, Prague, Czech Republic, 7–11 October 2017},
  pages = {e120},
  issn = {1389-9457},
  doi = {10.1016/j.sleep.2017.11.350}
}

@ARTICLE{akkayakalayci2017escc365,
  author = {Akkaya-Kalayci, T.~ and Vyssoki, B.~ and Winkler, D.~ and Willeit, M.~ and Kapusta, N.D.~ and Dorffner, G.~ and {\"O}zl{\"u}-Erkilic, Z.~},
  title = {The Effect of Seasonal Changes and Climatic Factors on Suicide Attempts of Young People.},
  journal = {BMC Psychiatry},
  year = {2017},
  volume = {17},
  pages = {365},
  issn = {1471-244X 1471-244X},
  doi = {10.1186/s12888-017-1532-7},
  keywords = {*Seasons;Adolescent;Adult;Female;Humans;Male;Retrospective Studies;Risk Factors;Young Adult;*Adolescents;*Climatic variations;*Seasonal changes;*Suicide attempts;*Temperature;Adolescent Health Services;Suicidal Ideation;Suicide;Attempted/psychology/*statistics \& numerical data;Sunlight;Turkey/epidemiology}
}

@INCOLLECTION{fruehwirt2017bgpc6575,
  author = {Fruehwirt, W.~ and Zhang, P.~ and Gerstgrasser, M.~ and Grossegger, D.~ and Schmidt, R.~ and Benke, T.~ and Dal-Bianco, P.~ and Ransmayr, G.~ and Weydemann, L.~ and Garn, H.~ and Waser, M.~ and Osborne, M.~ and Dorffner, G.~},
  title = {Bayesian Gaussian Process Classification from Event-Related Brain Potentials in Alzheimer’s Disease.},
  booktitle = {Artificial Intelligence in Medicine. 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21–24, 2017, Proceedings},
  publisher = {Springer},
  year = {2017},
  editor = {ten Teije,A.;Popow,C.;Holmes,J.H.;Sacchi,L.},
  number = {10259},
  series = {Lecture Notes in Computer Science},
  pages = {65--75},
  address = {Cham},
  month = {jun},
  doi = {10.1007/978-3-319-59758-4_7},
  keywords = {mild cognitive impairment;Alzheimer´s disease;risk;diagnosis;Machine learning;subcomponent;apolipoprotein-e;decline;eeg;Event-related potentials;Gaussian process classification;Single subject classification;state;toolbox}
}

@INCOLLECTION{roštáková2017esqb105115,
  author = {Rošt´áková, Z.~ and Dorffner, G.~ and Aydemir, {\"O}.~ and Rosipal, R.~},
  title = {Estimation of Sleep Quality by Using Microstructure Profiles.},
  booktitle = {Artificial Intelligence in Medicine. 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21–24, 2017, Proceedings},
  publisher = {Springer},
  year = {2017},
  editor = {ten Teije,A.;Popow,C.;Holmes,J.H.;Sacchi,L.},
  number = {10259},
  series = {Lecture Notes in Computer Science},
  pages = {105--115},
  address = {Cham},
  doi = {10.1007/978-3-319-59758-4_12},
  url = {doi.org/10.1007/978-3-319-59758-4_12},
  keywords = {Hypnogram;Probabilistic sleep model;sample;Self-rating Sleep and Awakening Quality scale;Sleep features}
}

@INCOLLECTION{prahm2017esna338342,
  author = {Prahm, C.~ and Schulz, A.~ and Paaßen, B.~ and Aszmann, O.~ and Hammer, B.~ and Dorffner, G.~},
  title = {Echo State Networks as Novel Approach for Low-Cost Myoelectric Control.},
  booktitle = {Artificial Intelligence in Medicine. 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21–24, 2017, Proceedings},
  publisher = {Springer},
  year = {2017},
  editor = {ten Teije,A.;Popow,C.;Holmes,J.H.;Sacchi,L.},
  number = {10259},
  series = {Lecture Notes in Computer Science},
  pages = {338--342},
  address = {Cham},
  doi = {10.1007/978-3-319-59758-4_40},
  url = {www.doi.org/10.1007/978-3-319-59758-4_40}
}

@ARTICLE{winkler2017hesa5455,
  author = {Winkler, D.~ and Pjrek, E.~ and Spies, M.~ and Willeit, M.~ and Dorffner, G.~ and Lanzenberger, R.~ and Kasper, S.~},
  title = {Has the Existence of Seasonal Affective Disorder Been Disproven?},
  journal = {Journal of Affective Disorders},
  year = {2017},
  volume = {208},
  pages = {54--55},
  issn = {1573-2517 0165-0327},
  doi = {10.1016/j.jad.2016.08.041},
  keywords = {Adult;Female;Humans;Male;Seasons;Sex Factors;Depressive Disorder;Major/*diagnosis/physiopathology/psychology;Phototherapy;Seasonal Affective Disorder/*diagnosis/physiopathology/psychology}
}

@ARTICLE{rošťáková2016cspc251251,
  author = {Rošťáková, Z.~ and Rosipal, R.~ and Dorffner, G.~},
  title = {Continuous Sleep Profiles Clustering with a Novel Two-Step Functional Data Approach.},
  journal = {Journal of Sleep Research},
  year = {2016},
  volume = {25},
  number = {Suppl 1: Abstracts 23rd Congress of the European Sleep Research Society, Bologna, Italy, 13–16 September 2016},
  pages = {251},
  issn = {0962-1105},
  doi = {10.1111/jsr.12446}
}

@ARTICLE{gruber2016vssb344344,
  author = {Gruber, G.~ and Parapatics, S.~ and Loretz, E.~ and Schmittner, S.~ and Dorffner, G.~},
  title = {Validity of Sleep Staging Based on a Reduced Montage Using 2 EOG Channels.},
  journal = {Journal of Sleep Research},
  year = {2016},
  volume = {25},
  number = {Suppl 1: Abstracts 23rd Congress of the European Sleep Research Society, Bologna, Italy, 13–16 September 2016},
  pages = {344},
  issn = {0962-1105},
  doi = {10.1111/jsr.12446}
}

@ARTICLE{prahm2016ctos429,
  author = {Prahm, C.~ and Eckstein, K.~ and Ortiz-Catalan, M.~ and Dorffner, G.~ and Kaniusas, E.~ and Aszmann, O.C.~},
  title = {Combining Two Open Source Tools for Neural Computation (BioPatRec and Netlab) Improves Movement Classification for Prosthetic Control.},
  journal = {BMC Research Notes},
  year = {2016},
  volume = {9},
  number = {1},
  pages = {429},
  issn = {1756-0500 1756-0500},
  doi = {10.1186/s13104-016-2232-y},
  keywords = {Humans;*Algorithms;Linear Models;Time Factors;Machine learning;*Neural Networks;Computer;Nonlinear Dynamics;*Artificial Limbs;*Movement;Neural computation;Pattern recognition;Prosthetics;Upper limb amputation}
}

@ARTICLE{ratzinger2015nsna16008,
  author = {Ratzinger, F.~ and Dedeyan, M.~ and Rammerstorfer, M.~ and Perkmann, T.~ and Burgmann, H.~ and Makristathis, A.~ and Dorffner, G.~ and Loetsch, F.~ and Blacky, A.~ and Ramharter, M.~},
  title = {Neither Single nor a Combination of Routine Laboratory Parameters Can Discriminate between Gram-Positive and Gram-Negative Bacteremia.},
  journal = {Scientific Reports},
  year = {2015},
  volume = {5},
  pages = {16008},
  issn = {2045-2322 2045-2322},
  doi = {10.1038/srep16008},
  keywords = {Female;Humans;Male;Retrospective Studies;Aged;Middle Aged;ROC Curve;Sensitivity and Specificity;Bacteremia/*diagnosis/*microbiology;Gram-Negative Bacteria/*isolation \& purification;Gram-Negative Bacterial Infections/*diagnosis/microbiology;Gram-Positive Bacteria/*isolation \& purification;Gram-Positive Bacterial Infections/*diagnosis/microbiology}
}

@ARTICLE{punjabi2015casp15551566,
  author = {Punjabi, N.M.~ and Shifa, N.~ and Dorffner, G.~ and Patil, S.~ and Pien, G.~ and Aurora, R.N.~},
  title = {Computer-Assisted Automated Scoring of Polysomnograms Using the Somnolyzer System.},
  journal = {Sleep},
  year = {2015},
  volume = {38},
  number = {10},
  pages = {1555--1566},
  issn = {1550-9109 0161-8105 0161-8105},
  doi = {10.5665/sleep.5046},
  keywords = {Algorithms;Adult;Humans;Observer Variation;Reproducibility of Results;Automation;Arousal;automated scoring;Diagnosis;Computer-Assisted/*methods;polysomnography;Polysomnography/*methods;Sleep Apnea Syndromes/*diagnosis/metabolism/*physiopathology;Sleep Medicine Specialty/*methods;Sleep Stages/*physiology}
}

@ARTICLE{ratzinger2015sbns815823,
  author = {Ratzinger, F.~ and Haslacher, H.~ and Perkmann, T.~ and Schmetterer, K.G.~ and Poeppl, W.~ and Mitteregger, D.~ and Dorffner, G.~ and Burgmann, H.~},
  title = {Sepsis Biomarkers in Neutropaenic Systemic Inflammatory Response Syndrome Patients on Standard Care Wards.},
  journal = {European Journal of Clinical Investigation},
  year = {2015},
  volume = {45},
  number = {8},
  pages = {815--823},
  issn = {1365-2362 0014-2972},
  doi = {10.1111/eci.12476},
  keywords = {Adult;Female;Humans;Male;Aged;Middle Aged;ROC Curve;Area Under Curve;Calcitonin Gene-Related Peptide;Calcitonin/*blood;Carrier Proteins/*blood;Case-Control Studies;Cohort Studies;Membrane Glycoproteins/*blood;Predictive Value of Tests;Prospective Studies;Protein Precursors/*blood;C-Reactive Protein/*metabolism;propensity score;Acute-Phase Proteins;Bacteremia/*blood/diagnosis;Infection;lipopolysaccharide-binding protein;neutropaenia;Neutropenia/*blood;procalcitonin;Propensity Score;sepsis;Sepsis/blood/diagnosis;Systemic Inflammatory Response Syndrome/blood/diagnosis}
}

@ARTICLE{ratzinger2015sscp345352,
  author = {Ratzinger, F.~ and Eichbichler, K.~ and Schuardt, M.~ and Tsirkinidou, I.~ and Mitteregger, D.~ and Haslacher, H.~ and Perkmann, T.~ and Schmetterer, K.G.~ and Doffner, G.~ and Burgmann, H.~},
  title = {Sepsis in Standard Care: Patients’ Characteristics, Effectiveness of Antimicrobial Therapy and Patient Outcome—A Cohort Study.},
  journal = {Infection},
  year = {2015},
  volume = {43},
  number = {3},
  pages = {345--352},
  note = {
[Erratum: Ratzinger F., Eichbichler K., Schuardt M., Tsirkinidou I., Mitteregger D., Haslacher H., Perkmann T., Schmetterer K.G., Dorffner G., Burgmann H. Erratum to: Sepsis in Standard Care: Patients’ Characteristics, Effectiveness of Antimicrobial Therapy and Patient Outcome—A Cohort Study. Infection 43(6), 787 (2015)]},
  issn = {1439-0973 0300-8126},
  doi = {10.1007/s15010-015-0771-0},
  keywords = {Adult;Female;Humans;Male;Aged;Middle Aged;Prospective Studies;Aged;80 and over;Treatment Outcome;Survival Analysis;Microbial Sensitivity Tests;Anti-Bacterial Agents/*therapeutic use;Sepsis/*drug therapy/mortality}
}

@ARTICLE{willeit2015sisrabstract 207,
  author = {Willeit, M.~ and Vyssoki, B.~ and Kapusta, N.~ and Dorffner, G.~ and Kasper, S.~ and Praschak-Rieder, N.~},
  title = {Sunshine Influences Suicide Rates Independent of Season.},
  journal = {European Psychiatry},
  year = {2015},
  volume = {30},
  number = {Suppl 1: Abstracts 23rd European Congress of Psychiatry, Vienna, Austria, 28–31 March 2015},
  pages = {Abstract 207},
  issn = {0924-9338},
  doi = {10.1016/S0924-9338(15)30167-X}
}

@ARTICLE{dankerhopfe2015vmrs1221,
  author = {Danker-Hopfe, H.~ and Gruber, G.~ and Olbert, E.~ and Dorffner, G.~ and Anderer, P.~},
  title = {Variations in Microstructures of REM Sleep. Gender-Specific Differences and Age-Related Variation.},
  journal = {Somnologie},
  year = {2015},
  volume = {19},
  number = {1},
  pages = {12--21},
  doi = {10.1007/s11818-015-0700-6},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84939939319\&doi=10.1007%2fs11818-015-0700-6\&partnerID=40\&md5=e8c0e34295110d5fcc2730860707b156}
}

@ARTICLE{parapatics2015kaaa2229,
  author = {Parapatics, S.~ and Anderer, P.~ and Gruber, G.~ and Saletu, B.~ and Saletu-Zyhlarz, G.~ and Dorffner, G.~},
  title = {K-Complex Amplitude as a Marker of Sleep Homeostasis in Obstructive Sleep Apnea Syndrome and Healthy Controls.},
  journal = {Somnologie},
  year = {2015},
  volume = {19},
  number = {1},
  pages = {22--29},
  doi = {10.1007/s11818-015-0701-5},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84939993554\&doi=10.1007%2fs11818-015-0701-5\&partnerID=40\&md5=21dfbb19e0ef0ee67c51fc9986a61376}
}

@INCOLLECTION{dorffner2015easa93100,
  author = {Dorffner, G.~ and Vitr, M.~ and Anderer, P.~},
  title = {The Effects of Aging on Sleep Architecture in Healthy Subjects.},
  booktitle = {GeNeDis 2014 : Geriatrics},
  publisher = {Springer},
  year = {2015},
  editor = {Vlamos,P.;Alexiou,A.},
  number = {821},
  series = {Advances in Experimental Medicine and Biology},
  pages = {93--100},
  address = {Cham},
  url = {https://link.springer.com/book/10.1007/978-3-319-08939-3},
  keywords = {Adult;Female;Humans;Male;Sex Factors;Aged;Middle Aged;Age Factors;Aged;80 and over;Aging/*physiology;Databases;Factual;Electroencephalography;Healthy Volunteers;Reference Values;Polysomnography;Sleep Stages/*physiology;Arousal/physiology}
}

@ARTICLE{vyssoki2014dess12311237,
  author = {Vyssoki, B.~ and Kapusta, N.D.~ and Praschak-Rieder, N.~ and Dorffner, G.~ and Willeit, M.~},
  title = {Direct Effect of Sunshine on Suicide.},
  journal = {JAMA Psychiatry},
  year = {2014},
  volume = {71},
  number = {11},
  pages = {1231--1237},
  issn = {2168-6238 2168-622X},
  doi = {10.1001/jamapsychiatry.2014.1198},
  keywords = {Female;Humans;Male;Retrospective Studies;Seasons;Sex Factors;Austria/epidemiology;Incidence;Models;Statistical;Suicide/prevention \& control/*statistics \& numerical data;Sunlight/*adverse effects}
}

@ARTICLE{ratzinger2014arpme106765,
  author = {Ratzinger, F.~ and Dedeyan, M.~ and Rammerstorfer, M.~ and Perkmann, T.~ and Burgmann, H.~ and Makristathis, A.~ and Dorffner, G.~ and L{\"o}tsch, F.~ and Blacky, A.~ and Ramharter, M.~},
  title = {A Risk Prediction Model for Screening Bacteremic Patients: A Cross Sectional Study.},
  journal = {PLoS One},
  year = {2014},
  volume = {9},
  number = {9},
  pages = {e106765},
  issn = {1932-6203 1932-6203},
  doi = {10.1371/journal.pone.0106765},
  keywords = {Adult;Female;Humans;Male;Aged;Middle Aged;*Models;Biological;Cross-Sectional Studies;Leukocyte Count;Bacteremia/*blood/*diagnosis/*mortality}
}

@ARTICLE{dorffner2014invb162162,
  author = {Dorffner, G.~ and Sontheimer, J.~ and Gruber, G.~ and Anner, P.~ and Dingemanse, J.~},
  title = {Investigating Novel Variables Based on a Probabilistic Model of Sleep Microstructure for Characterizing Hypnotic Drug Effects.},
  journal = {Journal of Sleep Research},
  year = {2014},
  volume = {23},
  number = {Suppl 1: Abstracts 22nd Congress of the European Sleep Research Society, Tallinn, Estonia, 16–20 September 2014},
  pages = {162},
  issn = {0962-1105},
  url = {https://onlinelibrary.wiley.com/doi/10.1111/jsr.12213}
}

@ARTICLE{aschauer2014apti12251231,
  author = {Aschauer, S.~ and Dorffner, G.~ and Sterz, F.~ and Erdogmus, A.~ and Laggner, A.~},
  title = {A Prediction Tool for Initial Out-of-Hospital Cardiac Arrest Survivors.},
  journal = {Resuscitation},
  year = {2014},
  volume = {85},
  number = {9},
  pages = {1225--1231},
  issn = {1873-1570 0300-9572},
  doi = {10.1016/j.resuscitation.2014.06.007},
  keywords = {Humans;Retrospective Studies;Cohort Studies;Prognosis;Resuscitation;Survival Rate;Forecasting;Out-of-hospital cardiac arrest;Out-of-Hospital Cardiac Arrest/*mortality;Prediction-tool}
}

@ARTICLE{rosalesrodriguez2013ovsss514s515,
  author = {Rosales-Rodriguez, S.~ and Saletu, B.~ and Anderer, P.~ and Gruber, G.~ and Parapatics, S.~ and Dorffner, G.~ and Saletu-Zyhlarz, G.~},
  title = {Objective versus Subjective Sleep Efficiency in Apnea and Insomnia Patients Due to Generalised Anxiety Disorder as Compared with Normals.},
  journal = {European Neuropsychopharmacology},
  year = {2013},
  volume = {23},
  number = {Suppl 2: Abstracts 26th European College of Neuropsychopharmacology (ECNP) Congress, Barcelona, Spain, 5–9 October 2013},
  pages = {S514--S515},
  issn = {0924-977X},
  doi = {10.1016/S0924-977X(13)70816-2}
}

@ARTICLE{rosipal2013socs210220,
  author = {Rosipal, R.~ and Lewandowski, A.~ and Dorffner, G.~},
  title = {In Search of Objective Components for Sleep Quality Indexing in Normal Sleep.},
  journal = {Biological Psychology},
  year = {2013},
  volume = {94},
  number = {1},
  pages = {210--220},
  issn = {1873-6246 0301-0511 0301-0511},
  doi = {10.1016/j.biopsycho.2013.05.014},
  keywords = {Adult;Female;Humans;Male;Young Adult;Aged;Middle Aged;Age Factors;Aged;80 and over;Factor Analysis;Statistical;Neuropsychological Tests;Probability;Reaction Time/physiology;Sleep Stages;Statistics;Nonparametric;Surveys and Questionnaires;Polysomnography;*Research;Continuous probabilistic sleep model;Factor analysis;Sleep/*physiology;Subjective and objective sleep indices;Wakefulness}
}

@ARTICLE{lewandowski2013ises105112,
  author = {Lewandowski, A.~ and Rosipal, R.~ and Dorffner, G.~},
  title = {On the Individuality of Sleep EEG Spectra.},
  journal = {Journal of Psychophysiology},
  year = {2013},
  volume = {27},
  number = {3},
  pages = {105--112},
  issn = {0269-8803 2151-2124 0269-8803},
  doi = {10.1027/0269-8803/a000092},
  keywords = {individuality of sleep EEG;sleep stages}
}

@ARTICLE{knapp2013erdle64464,
  author = {Knapp, B.~ and Dorffner, G.~ and Schreiner, W.~},
  title = {Early Relaxation Dynamics in the LC 13 T Cell Receptor in Reaction to 172 Altered Peptide Ligands: A Molecular Dynamics Simulation Study.},
  journal = {PLoS One},
  year = {2013},
  volume = {8},
  number = {6},
  pages = {e64464},
  issn = {1932-6203 1932-6203},
  doi = {10.1371/journal.pone.0064464},
  keywords = {Humans;Binding Sites;Protein Binding;*Molecular Dynamics Simulation;Peptides/*chemistry/immunology;Receptors;Antigen;T-Cell/*chemistry/immunology;Ligands;Major Histocompatibility Complex/*immunology;Molecular Docking Simulation;Thermodynamics}
}

@ARTICLE{lewandowski2012emie961972,
  author = {Lewandowski, A.~ and Rosipal, R.~ and Dorffner, G.~},
  title = {Extracting More Information from EEG Recordings for a Better Description of Sleep.},
  journal = {Computer Methods and Programs in Biomedicine},
  year = {2012},
  volume = {108},
  number = {3},
  pages = {961--972},
  issn = {1872-7565 0169-2607 0169-2607},
  doi = {10.1016/j.cmpb.2012.05.009},
  keywords = {Humans;Probability;Surveys and Questionnaires;Models;Theoretical;Sleep/*physiology;*Electroencephalography}
}

@INPROCEEDINGS{adochiei2012hrvm610613,
  author = {Adochiei, N.~ and Dorffner, G.~ and David, V.~},
  title = {Heart Rate Variability Monitoring Due to 50 Hz Electromagnetic Field Exposure and Statistical Processing.},
  booktitle = {EPE 2012 – Proceedings of the 2012 International Conference and Exposition on Electrical and Power Engineering, Iasi, Romania, 25–27 October 2012},
  year = {2012},
  editor = {Haba,C.-G.;Chiriac,G.},
  pages = {610--613},
  address = {Piscataway, NJ},
  publisher = {IEEE},
  url = {https://ieeexplore.ieee.org/document/6463591}
}

@ARTICLE{aschauer2012avpte3e3,
  author = {Aschauer, S.~ and Schober, A.~ and Uray, T.~ and Spiel, A.~ and Wallm{\"u}ller, C.~ and St{\"o}ckl, M.~ and Stratil, P.~ and H{\"o}rburger, D.~ and Testori, C.~ and Weiser, C.~ and Erdogmus, A.~ and Laggner, A.~ and Dorffner, G.~ and Sterz, F.~},
  title = {A Validated Prediction Tool for Initial Survivors of Out-Hospital Cardiac Arrest.},
  journal = {Resuscitation},
  year = {2012},
  volume = {83},
  number = {Suppl 1: Abstracts Resuscitation 2012 ERC Symposium on Implementation, Vienna, Austria, 18–20 October 2012},
  pages = {e3},
  issn = {0300-9572},
  doi = {10.1016/j.resuscitation.2012.08.011},
  url = {https://www.sciencedirect.com/science/article/pii/S030095721200408X}
}

@ARTICLE{koenig2012eech3636,
  author = {Koenig, G.~ and Dorffner, G.~ and Hanke, S.~ and Kloesch, G.~ and Loretz, E.~ and Mayr, W.~ and Zeitlhofer, J.~},
  title = {Empirical Evidence for Circadian and Homeostatic Trends in Electroencephalogram-Derived Vigilance Parameters.},
  journal = {Journal of Sleep Research},
  year = {2012},
  volume = {21},
  number = {Suppl 1: Abstracts 21st Congress of the European Sleep Research Society, Paris, France, 4–8 September 2012},
  pages = {36},
  issn = {0962-1105},
  url = {https://onlinelibrary.wiley.com/doi/10.1111/j.1365-2869.2012.01044.x}
}

@ARTICLE{gruber2012sred200200,
  author = {Gruber, G.~ and Anderer, P.~ and Danker-Hopfe, H.~ and Gugo-Natu, D.~ and Parapatics, S.~ and Dorffner, G.~},
  title = {Slow and Rapid Eye-Movements during REM Sleep: Effects of Ageing and REM Period.},
  journal = {Journal of Sleep Research},
  year = {2012},
  volume = {21},
  number = {Suppl 1: Abstracts 21st Congress of the European Sleep Research Society, Paris, France, 4–8 September 2012},
  pages = {200},
  issn = {0962-1105},
  url = {https://onlinelibrary.wiley.com/doi/10.1111/j.1365-2869.2012.01044.x}
}

@ARTICLE{anderer2012eiao228228,
  author = {Anderer, P.~ and Ross, M.~ and Moreau, A.~ and Thusoo, S.~ and Fligge, R.~ and Dorffner, G.~},
  title = {Effects of Inter-Rule as Opposed to Inter-Rate Variability on the Severity of the Obstructive Sleep Apnoea Syndrome.},
  journal = {Journal of Sleep Research},
  year = {2012},
  volume = {21},
  number = {Suppl 1: Abstracts 21st Congress of the European Sleep Research Society, Paris, France, 4–8 September 2012},
  pages = {228},
  issn = {0962-1105},
  url = {https://onlinelibrary.wiley.com/doi/10.1111/j.1365-2869.2012.01044.x}
}

@ARTICLE{dorffner2012eerp323323,
  author = {Dorffner, G.~ and Koenig, G.~ and Hanke, S.~ and Kloesch, G.~ and Loretz, E.~ and Mayr, W.~ and Zeitlhofer, J.~},
  title = {Empirical Evidence for Robust Parameters Separating Electroencephalograms from Awake and Sleep-Deprived Subjects.},
  journal = {Journal of Sleep Research},
  year = {2012},
  volume = {21},
  number = {Suppl 1: Abstracts 21st Congress of the European Sleep Research Society, Paris, France, 4–8 September 2012},
  pages = {323},
  issn = {0962-1105},
  url = {https://onlinelibrary.wiley.com/doi/10.1111/j.1365-2869.2012.01044.x}
}

@ARTICLE{hoever2012oraa10711080,
  author = {Hoever, P.~ and de Haas, S.L.~ and Dorffner, G.~ and Chiossi, E.~ and van Gerven, J.M.~ and Dingemanse, J.~},
  title = {Orexin Receptor Antagonism: An Ascending Multiple-Dose Study with Almorexant.},
  journal = {Journal of Psychopharmacology},
  year = {2012},
  volume = {26},
  number = {8},
  pages = {1071--1080},
  issn = {1461-7285 0269-8811},
  doi = {10.1177/0269881112448946},
  keywords = {Adolescent;Adult;Female;Humans;Male;Dose-Response Relationship;Drug;Double-Blind Method;Electroencephalography/drug effects;*Acetamides/adverse effects/pharmacokinetics/pharmacology;*Hypnotics and Sedatives/adverse effects/pharmacokinetics/pharmacology;*Isoquinolines/adverse effects/pharmacokinetics/pharmacology;Brain Waves/drug effects;Orexin Receptors;Polysomnography/drug effects;Psychomotor Performance/drug effects;Receptors;G-Protein-Coupled/*antagonists \& inhibitors;Receptors;Neuropeptide/*antagonists \& inhibitors;Sleep Stages/drug effects}
}

@ARTICLE{hoever2012oraa975985,
  author = {Hoever, P.~ and Dorffner, G.~ and Beneš, H.~ and Penzel, T.~ and Danker-Hopfe, H.~ and Barbanoj, M.J.~ and Pillar, G.~ and Saletu, B.~ and Polo, O.~ and Kunz, D.~ and Zeitlhofer, J.~ and Berg, S.~ and Partinen, M.~ and Bassetti, C.L.~ and H{\"o}gl, B.~ and Ebrahim, I.O.~ and Holsboer-Trachsler, E.~ and Bengtsson, H.~ and Peker, Y.~ and Hemmeter, U.-M.~ and Chiossi, E.~ and Hajak, G.~ and Dingemanse, J.~},
  title = {Orexin Receptor Antagonism, a New Sleep-Enabling Paradigm: A Proof-of-Concept Clinical Trial.},
  journal = {Clinical Pharmacology and Therapeutics},
  year = {2012},
  volume = {91},
  number = {6},
  pages = {975--985},
  issn = {1532-6535 0009-9236 0009-9236},
  doi = {10.1038/clpt.2011.370},
  keywords = {Adult;Female;Humans;Male;Middle Aged;Prospective Studies;Dose-Response Relationship;Drug;Double-Blind Method;Arousal/drug effects;Cross-Over Studies;Endpoint Determination;Isoquinolines/adverse effects/*therapeutic use;Psychiatric Status Rating Scales;Polysomnography;Sleep Initiation and Maintenance Disorders/*drug therapy;Orexin Receptors;Receptors;G-Protein-Coupled/*antagonists \& inhibitors;Receptors;Neuropeptide/*antagonists \& inhibitors;Acetamides/adverse effects/*therapeutic use;Hypnotics and Sedatives/adverse effects/*therapeutic use}
}

@ARTICLE{holik2012ecom9090,
  author = {Holik, A.~ and Dorffner, G.~ and Heinzl, H.~ and Windischberger, C.~ and Lanzenberger, R.~},
  title = {Ensemble Classifiers Operating on Multimodal Random Subsample fMRI-Data for Robust Between-Subject Classification in SAD.},
  journal = {International Journal of Neuropsychopharmacology},
  year = {2012},
  volume = {15},
  number = {Suppl 1: Abstracts 28th CINP World Congress of Neuropsychopharmacology, Stockholm, Sweden, 3–7 June 2012},
  pages = {90},
  issn = {1461-1457},
  url = {https://doi.org/10.1017/S1461145712000508}
}

@ARTICLE{schaller2012adpd454,
  author = {Schaller, S.~ and Anderer, P.~ and Dorffner, G.~ and Kl{\"o}sch, G.~ and Machatschke, I.H.~ and Schl{\"o}gl, A.~ and Zeitlhofer, J.~},
  title = {Autonomic Dysfunction in PD during Sleep.},
  journal = {Movement Disorders},
  year = {2012},
  volume = {27},
  number = {3},
  pages = {454},
  issn = {1531-8257 0885-3185},
  doi = {10.1002/mds.24897},
  keywords = {Female;Humans;Male;Sleep/*physiology;Heart Rate/*physiology;Parkinson Disease/*physiopathology;Sympathetic Nervous System/*physiopathology}
}

@ARTICLE{saletu2011ovss21742174,
  author = {Saletu, B.~ and Anderer, P.~ and Gruber, G.~ and Parapatics, S.~ and Dorffner, G.~ and Saletu-Zyhlarz, G.M.~},
  title = {Objective versus Subjective Sleep in Patients with Insomnia Related to Generalized Anxiety Disorder and Apnea as Compared with Normals.},
  journal = {European Psychiatry},
  year = {2011},
  volume = {26},
  number = {Suppl 1: Abstracts 19th European Congress of Psychiatry, Vienna, Austria, 12–15 March 2011},
  pages = {2174},
  issn = {0924-9338},
  doi = {10.1016/S0924-9338(11)73877-9},
  url = {https://www.sciencedirect.com/science/article/pii/S0924933811738779}
}

@ARTICLE{anderer2010csca250264,
  author = {Anderer, P.~ and Moreau, A.~ and Woertz, M.~ and Ross, M.~ and Gruber, G.~ and Parapatics, S.~ and Loretz, E.~ and Heller, E.~ and Schmidt, A.~ and Boeck, M.~ and Moser, D.~ and Kloesch, G.~ and Saletu, B.~ and Saletu-Zyhlarz, G.M.~ and Danker-Hopfe, H.~ and Zeitlhofer, J.~ and Dorffner, G.~},
  title = {Computer-Assisted Sleep Classification According to the Standard of the American Academy of Sleep Medicine: Validation Study of the AASM Version of the Somnolyzer 24 × 7.},
  journal = {Neuropsychobiology},
  year = {2010},
  volume = {62},
  number = {4},
  pages = {250--264},
  issn = {1423-0224 0302-282X},
  doi = {10.1159/000320864},
  keywords = {Adult;Female;Humans;Male;Aged;Middle Aged;Aged;80 and over;Reference Values;*Software;*Sleep Stages;Academies and Institutes;Polysomnography/*classification/*methods}
}

@ARTICLE{dorffner2010eatss252s253,
  author = {Dorffner, G.~ and Anderer, P.~ and Saletu, B.~ and Saletu-Zyhlarz, G.~ and Danker-Hopfe, H.~ and Black, J.~ and Dingemanse, J.~ and Hoever, P.~},
  title = {Effect of Almorexant Treatment on Sleep Variables in Patients with Primary Insomnia Compared with Healthy Controls.},
  journal = {European Neuropsychopharmacology},
  year = {2010},
  volume = {20},
  number = {Suppl 3: Abstracts 23rd ECNP Congress, Amsterdam, The Netherlands, 28 August–1 September 2010},
  pages = {S252--S253},
  issn = {0924-977X},
  doi = {10.1016/S0924-977X(10)70318-7}
}

@ARTICLE{dankerhopfe2009irss7484,
  author = {Danker-Hopfe, H.~ and Anderer, P.~ and Zeitlhofer, J.~ and Boeck, M.~ and Dorn, H.~ and Gruber, G.~ and Heller, E.~ and Loretz, E.~ and Moser, D.~ and Parapatics, S.~ and Saletu, B.~ and Schmidt, A.~ and Dorffner, G.~},
  title = {Interrater Reliability for Sleep Scoring According to the Rechtschaffen \& Kales and the New AASM Standard.},
  journal = {Journal of Sleep Research},
  year = {2009},
  volume = {18},
  number = {1},
  pages = {74--84},
  issn = {1365-2869 0962-1105},
  doi = {10.1111/j.1365-2869.2008.00700.x},
  keywords = {Adult;Female;Humans;Male;Retrospective Studies;Young Adult;Aged;Middle Aged;Observer Variation;Aged;80 and over;Statistics as Topic;Reference Standards;Databases as Topic;Arousal/physiology;*Signal Processing;Computer-Assisted;*Sleep Stages/physiology;Anxiety Disorders/diagnosis/physiopathology;Cerebral Cortex/physiopathology;Electroencephalography/standards;Manuals as Topic;Nocturnal Myoclonus Syndrome/diagnosis/physiopathology;Parkinson Disease/diagnosis/physiopathology;Polysomnography/*standards;Sleep Initiation and Maintenance Disorders/diagnosis/physiopathology;Sleep Wake Disorders/classification/diagnosis/physiopathology}
}

@ARTICLE{moser2009scat139149,
  author = {Moser, D.~ and Anderer, P.~ and Gruber, G.~ and Parapatics, S.~ and Loretz, E.~ and Boeck, M.~ and Kloesch, G.~ and Heller, E.~ and Schmidt, A.~ and Danker-Hopfe, H.~ and Saletu, B.~ and Zeitlhofer, J.~ and Dorffner, G.~},
  title = {Sleep Classification According to AASM and Rechtschaffen \& Kales: Effects on Sleep Scoring Parameters.},
  journal = {Sleep},
  year = {2009},
  volume = {32},
  number = {2},
  pages = {139--149},
  issn = {0161-8105 1550-9109 0161-8105},
  doi = {10.1093/sleep/32.2.139},
  keywords = {Adult;Female;Humans;Male;Young Adult;Aged;Middle Aged;Reproducibility of Results;Age Factors;Aged;80 and over;Reference Values;Reaction Time/physiology;*Practice Guidelines as Topic;Anxiety Disorders/diagnosis/physiopathology;Cerebral Cortex/physiopathology;Nocturnal Myoclonus Syndrome/diagnosis/physiopathology;Parkinson Disease/diagnosis/physiopathology;Polysomnography/*classification/statistics \& numerical data;Sleep Stages/physiology}
}

@ARTICLE{parapatics2008slma180180,
  author = {Parapatics, S.~ and Gruber, G.~ and Anderer, P.~ and Woertz, M.~ and Saletu, B.~ and Danker-Hopfe, H.~ and Zeitlhofer, J.~ and Dorffner, G.~},
  title = {Scoring of Leg Movement According to the ASDA Report 1993 and the WASM Standards 2006: Effects on Age-Related Changes of Periodic Leg Movement Indices in 172 Healthy Subjects.},
  journal = {Journal of Sleep Research},
  year = {2008},
  volume = {17},
  number = {Suppl 1: Abstracts 19th Congress of the European Sleep Research Society, Glasgow, UK, 9–13 September 2008},
  pages = {180},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2008.00690.x}
}

@ARTICLE{moser2008scat234234,
  author = {Moser, D.~ and Anderer, P.~ and Gruber, G.~ and Parapatics, S.~ and Kloesch, G.~ and Danker-Hopfe, H.~ and Zeitlhofer, J.~ and Dorffner, G.~},
  title = {Sleep Classification According to AASM and Rechtschaffen \& Kales: Effects on Sleep Scoring Parameters.},
  journal = {Journal of Sleep Research},
  year = {2008},
  volume = {17},
  number = {Suppl 1: Abstracts 19th Congress of the European Sleep Research Society, Glasgow, UK, 9–13 September 2008},
  pages = {234},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2008.00690.x}
}

@ARTICLE{dorffner2008asca235235,
  author = {Dorffner, G.~ and Anderer, P.~ and Woertz, M.~ and Parapatics, S.~ and Gruber, G.~ and Saletu, B.~ and Danker-Hopfe, H.~ and Zeitlhofer, J.~},
  title = {Automatic Sleep Classification According to the AASM Standard: Validation Study of the AASM Version of the Somnolyzer 24 x 7.},
  journal = {Journal of Sleep Research},
  year = {2008},
  volume = {17},
  number = {Suppl 1: Abstracts 19th Congress of the European Sleep Research Society, Glasgow, UK, 9–13 September 2008},
  pages = {235},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2008.00690.x}
}

@ARTICLE{gruber2008ssva235236,
  author = {Gruber, G.~ and Anderer, P.~ and Parapatics, S.~ and Moreau, A.~ and Woertz, M.~ and Danker-Hopfe, H.~ and Zeitlhofer, J.~ and Dorffner, G.~},
  title = {Sensitivity and Specificity of Visual and Automatic Detection of Cortical Arousals in Sleep.},
  journal = {Journal of Sleep Research},
  year = {2008},
  volume = {17},
  number = {Suppl 1: Abstracts 19th Congress of the European Sleep Research Society, Glasgow, UK, 9–13 September 2008},
  pages = {235--236},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2008.00690.x}
}

@ARTICLE{ludl2008amld543557,
  author = {Ludl, M.-C.~ and Lewandowski, A.~ and Dorffner, G.~},
  title = {Adaptive Machine Learning in Delayed Feedback Domains by Selective Relearning.},
  journal = {Applied Artificial Intelligence},
  year = {2008},
  volume = {22},
  number = {6},
  pages = {543--557},
  doi = {10.1080/08839510802226793},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-48849089269\&doi=10.1080%2f08839510802226793\&partnerID=40\&md5=156eb05533332e0c2501a003c7c3d69c}
}

@INCOLLECTION{rome2008pvvii,
  author = {Rome, E.~ and Hertzberg, J.~ and Dorffner, G.~},
  title = {Preface.},
  booktitle = {Towards Affordance-Based Robot Control. Revised Papers International Seminar, Dagstuhl Castle, Germany, June 5–9, 2006},
  publisher = {Springer},
  year = {2008},
  editor = {Rome,E.;Hertzberg,J.;Dorffner,G.},
  number = {4760},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {V--VII},
  address = {Berlin},
  month = {feb},
  url = {https://link.springer.com/content/pdf/bfm%3A978-3-540-77915-5%2F1.pdf#page=4}
}

@INCOLLECTION{rome2008mpat173210,
  author = {Rome, E.~ and Paletta, L.~ and Şahin, E.~ and Dorffner, G.~ and Hertzberg, J.~ and Breithaupt, R.~ and Fritz, G.~ and Irran, J.~ and Kintzler, F.~ and L{\"o}rken, C.~ and May, S.~ and Uǧur, E.~},
  title = {The MACS Project: An Approach to Affordance-Inspired Robot Control.},
  booktitle = {Towards Affordance-Based Robot Control. Revised Papers International Seminar, Dagstuhl Castle, Germany, June 5–9, 2006},
  publisher = {Springer},
  year = {2008},
  editor = {Rome,E.;Hertzberg,J.;Dorffner,G.},
  number = {4760},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {173--210},
  address = {Berlin},
  doi = {10.1007/978-3-540-77915-5_12},
  url = {https://doi.org/10.1007/978-3-540-77915-5_12}
}

@ARTICLE{miazhynskaia2008nnmc504522,
  author = {Miazhynskaia, T.~ and Fr{\"u}hwirth-Schnatter, S.~ and Dorffner, G.~},
  title = {Neural Network Models for Conditional Distribution Under Bayesian Analysis.},
  journal = {Neural Computation},
  year = {2008},
  volume = {20},
  number = {2},
  pages = {504--522},
  issn = {0899-7667 0899-7667},
  doi = {10.1162/neco.2007.3182},
  keywords = {Algorithms;Humans;Computer Simulation;Likelihood Functions;Markov Chains;*Bayes Theorem;*Neural Networks;Computer;Nonlinear Dynamics;*Financial Management}
}

@INCOLLECTION{anderer2007asca39943997,
  author = {Anderer, P.~ and Gruber, G.~ and Parapatics, S.~ and Dorffner, G.~},
  title = {Automatic Sleep Classification According to Rechtschaffen and Kales.},
  booktitle = {Proceedings 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Lyon, France, 22–26 August 2007},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  year = {2007},
  pages = {3994--3997},
  address = {Piscataway, NJ},
  url = {https://doi.org/10.1109/IEMBS.2007.4353209},
  keywords = {Adult;Female;Humans;Male;*Algorithms;Aged;Middle Aged;Aged;80 and over;Random Allocation;*Sleep;*Databases;Factual;Wakefulness;Anxiety Disorders/physiopathology;Mood Disorders/physiopathology;Parkinson Disease/physiopathology;Polysomnography/instrumentation/*methods;Sleep Apnea Syndromes/physiopathology;Sleep Initiation and Maintenance Disorders/physiopathology}
}

@INCOLLECTION{paletta2007pdla235250,
  author = {Paletta, L.~ and Fritz, G.~ and Kintzler, F.~ and Irran, J.~ and Dorffner, G.~},
  title = {Perception and Developmental Learning of Affordances in Autonomous Robots.},
  booktitle = {KI 2007: Advances in Artificial Intelligence. Proceedings 30th Annual German Conference on AI, KI 2007, Osnabr{\"u}ck, Germany, September 10-13, 2007},
  publisher = {Springer},
  year = {2007},
  editor = {Hertzberg,J.;Beetz,M.;Englert,R.},
  number = {4667},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {235--250},
  address = {Berlin},
  month = {aug},
  doi = {10.1007/978-3-540-74565-5_19},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-38149039530\&doi=10.1007%2f978-3-540-74565-5_19\&partnerID=40\&md5=1bfa8577dd52b6c086c8086cf5156e27}
}

@INCOLLECTION{rosipal2007eddm,
  author = {Rosipal, R.~ and Peters, B.~ and Kecklund, G.~ and Åkerstedt, T.~ and Gruber, G.~ and Woertz, M.~ and Anderer, P.~ and Dorffner, G.~},
  title = {EEG-Based Drivers’ Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model.},
  booktitle = {Foundations of Augmented Cognition. Proceedings Third International Conference, FAC 2007, Held as Part of HCI International 2007, Beijing, China, July 22-27, 2007},
  publisher = {Springer},
  year = {2007},
  editor = {Schmorrow,D.D.;Reeves,L.M.},
  number = {4565},
  series = {Lecture Notes in Artificial Intelligence},
  address = {Berlin},
  doi = {10.1007/978-3-540-73216-7_33},
  url = {https://doi.org/10.1007/978-3-540-73216-7_33}
}

@INPROCEEDINGS{paletta2007ltpa110115,
  author = {Paletta, L.~ and Fritz, G.~ and Kintzler, F.~ and Irran, J.~ and Dorffner, G.~},
  title = {Learning to Perceive Affordances in a Framework of Developmental Embodied Cognition.},
  booktitle = {Proceedings 2007 IEEE 6th International Conference on Development and Learning, ICDL, London, UK, 11–13 July 2007},
  year = {2007},
  pages = {110--115},
  address = {Piscataway, NJ},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/DEVLRN.2007.4354046},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-50849130880\&doi=10.1109%2fDEVLRN.2007.4354046\&partnerID=40\&md5=1bafa1bf6cdc983c0d9921cbabf03100}
}

@ARTICLE{miazhynskaia2006btnv20292042,
  author = {Miazhynskaia, T.~ and Fr{\"u}hwirth-Schnatter, S.~ and Dorffner, G.~},
  title = {Bayesian Testing for Non-Linearity in Volatility Modeling.},
  journal = {Computational Statistics \& Data Analysis},
  year = {2006},
  volume = {51},
  number = {3},
  pages = {2029--2042},
  issn = {0167-9473},
  doi = {10.1016/j.csda.2005.12.014},
  url = {https://www.sciencedirect.com/science/article/pii/S0167947305003282},
  keywords = {Neural networks;Bayesian model selection;GARCH models;Markov Chain Monte Carlo (MCMC);Volatility modeling}
}

@INPROCEEDINGS{fritz2006lpfa36423647,
  author = {Fritz, G.~ and Paletta, L.~ and Breithaupt, R.~ and Rome, E.~ and Dorffner, G.~},
  title = {Learning Predictive Features in Affordance Based Robotic Perception Systems.},
  booktitle = {Proceedings 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, Beijing, China, 9–13 October 2006},
  year = {2006},
  pages = {3642--3647},
  address = {Piscataway, NJ},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/IROS.2006.281720},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-34250651574\&doi=10.1109%2fIROS.2006.281720\&partnerID=40\&md5=e61edc1deae42e3e8f5231228b453346}
}

@ARTICLE{miazhynskaia2006acbm525549,
  author = {Miazhynskaia, T.~ and Dorffner, G.~},
  title = {A Comparison of Bayesian Model Selection Based on MCMC with an Application to GARCH-Type Models.},
  journal = {Statistical Papers},
  year = {2006},
  volume = {47},
  number = {4},
  pages = {525--549},
  doi = {10.1007/s00362-006-0305-z},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-33748438405\&doi=10.1007%2fs00362-006-0305-z\&partnerID=40\&md5=b354ea8b958a2fc7df3ee4c8977f6a06}
}

@INCOLLECTION{fritz2006vlab5264,
  author = {Fritz, G.~ and Paletta, L.~ and Kumar, M.~ and Dorffner, G.~ and Breithaupt, R.~ and Rome, E.~},
  title = {Visual Learning of Affordance Based Cues.},
  booktitle = {From Animals to Animats 9. Proceedings 9th International Conference on Simulation of Adaptive Behavior, SAB 2006, Rome, Italy, September 25–29, 2006},
  publisher = {Springer},
  year = {2006},
  editor = {Nolfi,S.;Baldassarre,G.;Calabretta,R.;Hallam,J.C.T.;Marocco,D.;Meyer,J.-A.;Miglino,O.;Parisi,D.},
  number = {4095},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {52--64},
  address = {Berlin},
  doi = {10.1007/11840541_5},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-33749679437\&doi=10.1007%2f11840541_5\&partnerID=40\&md5=eb5bc0bcf17f3e4380518f7cf5025bdf}
}

@ARTICLE{dorffner2006sdsd4747,
  author = {Dorffner, G.~ and Baumgartner, I.~ and Loretz, E.~ and Sauter, C.~ and Kl{\"o}sch, G.~ and Reiter, B.~ and Payer-Neundlinger, G.~},
  title = {Screening and Diagnosing Sleep Disorders as Part of a Corporate Health Care Program.},
  journal = {Journal of Sleep Research},
  year = {2006},
  volume = {15},
  number = {Suppl 1: Abstracts 18th Congress of the European Sleep Research Society, Innsbruck, Austria, 12–16 September 2006},
  pages = {47},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2006.00540_22.x}
}

@ARTICLE{dorffner2006eatb174174,
  author = {Dorffner, G.~ and Baumgartner, I.~ and Parapatics, S.~ and Loretz, E.~ and Gruber, G.~},
  title = {The Effects of an Alarm-Clock Triggered by Sleep Phase on Subjectively Experienced Awakening Quality: A Placebo Controlled Study.},
  journal = {Journal of Sleep Research},
  year = {2006},
  volume = {15},
  number = {Suppl 1: Abstracts 18th Congress of the European Sleep Research Society, Innsbruck, Austria, 12–16 September 2006},
  pages = {174},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2006.00540_45.x}
}

@ARTICLE{anderer2006eapf241241,
  author = {Anderer, P.~ and Saletu, B.~ and Gruber, G.~ and Woertz, M.~ and Parapatics, S.~ and Zeitlhofer, J.~ and Danker-Hopfe, H.~ and Dorffner, G.~},
  title = {Effects of Aging on Polysomnographic Findings in ‘Good’ Sleepers.},
  journal = {Journal of Sleep Research},
  year = {2006},
  volume = {15},
  number = {Suppl 1: Abstracts 18th Congress of the European Sleep Research Society, Innsbruck, Austria, 12–16 September 2006},
  pages = {241},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2006.00540_57.x}
}

@ARTICLE{parapatics2006enae246246,
  author = {Parapatics, S.~ and Anderer, P.~ and Saletu, B.~ and Gruber, G.~ and Miazhynskaia, T.~ and Woertz, M.~ and Dorffner, G.~},
  title = {The Effect of Normal Ageing on EEG Power Spectra Depends on Sleep Stage and Gender.},
  journal = {Journal of Sleep Research},
  year = {2006},
  volume = {15},
  number = {Suppl 1: Abstracts 18th Congress of the European Sleep Research Society, Innsbruck, Austria, 12–16 September 2006},
  pages = {246},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2006.00540_57.x}
}

@ARTICLE{woertz2006aaib150151,
  author = {Woertz, M.~ and Anderer, P.~ and Gruber, G.~ and Parapatics, S.~ and Rosipal, R.~ and Saletu, B.~ and Dorffner, G.~},
  title = {Agreement of Apnea-Hypopnea Indexes Based on Visual and Automatic Detection.},
  journal = {Journal of Sleep Research},
  year = {2006},
  volume = {15},
  number = {Suppl 1: Abstracts 18th Congress of the European Sleep Research Society, Innsbruck, Austria, 12–16 September 2006},
  pages = {150--151},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2006.00540_42.x}
}

@ARTICLE{prossinger2006tsfa163163,
  author = {Prossinger, H.~ and Klosch, G.~ and Anderer, P.~ and Gruber, G.~ and Kunz, D.~ and Dittami, J.~ and Zeitlhofer, J.~ and Dorffner, G.~},
  title = {Time Series and Fractal Analyses of Sleep Spindles: Comparisons of Healthy Sleepers with Generalized Anxiety Disorder Patients.},
  journal = {Journal of Sleep Research},
  year = {2006},
  volume = {15},
  number = {Suppl 1: Abstracts 18th Congress of the European Sleep Research Society, Innsbruck, Austria, 12–16 September 2006},
  pages = {163},
  issn = {0962-1105},
  url = {https://onlinelibrary.wiley.com/doi/10.1111/j.1365-2869.2006.00540_44.x}
}

@ARTICLE{rosipal2006acpa169169,
  author = {Rosipal, R.~ and Neubauer, S.~ and Anderer, P.~ and Gruber, G.~ and Parapatics, S.~ and Woertz, M.~ and Dorffner, G.~},
  title = {A Continuous Probabilistic Approach to Sleep and Daytime Sleepiness Modelling.},
  journal = {Journal of Sleep Research},
  year = {2006},
  volume = {15},
  number = {Suppl 1: Abstracts 18th Congress of the European Sleep Research Society, Innsbruck, Austria, 12–16 September 2006},
  pages = {169},
  issn = {0962-1105},
  url = {https://doi.org/10.1111/j.1365-2869.2006.00540_45.x}
}

@ARTICLE{lewandowski2006ayew18271834,
  author = {Lewandowski, A.~ and Ludl, M.~ and Byrne, G.~ and Dorffner, G.~},
  title = {Applying the Yule-Nielsen Equation with Negative N.},
  journal = {Journal of the Optical Society of America A},
  year = {2006},
  volume = {23},
  number = {8},
  pages = {1827--1834},
  issn = {1084-7529 1084-7529},
  doi = {10.1364/josaa.23.001827}
}

@ARTICLE{paletta2006acmv1818,
  author = {Paletta, L.~ and Fritz, G.~ and Rome, E.~ and Dorffner, G.~},
  title = {A Computational Model for Visual Learning of Affordance-Like Cues.},
  journal = {Perception},
  year = {2006},
  volume = {35},
  number = {Suppl 1: Abstracts Twenty-Ninth European Conference on Visual Perception, St Petersburg, Russia, 20 – 25 August 2006},
  pages = {18},
  issn = {0301-0066},
  url = {https://journals.sagepub.com/doi/pdf/10.1177/03010066060350S101#page=18}
}

@INPROCEEDINGS{fritz2006lpfa6168,
  author = {Fritz, G.~ and Paletta, L.~ and Dorffner, G.~ and Breithaupt, R.~ and Rome, E.~},
  title = {Learning Predictive Features in Affordance-Based Robotic Perception Systems.},
  booktitle = {2006 AAAI Workshop, Boston, MA, USA, 16–20 July 2006},
  year = {2006},
  number = {WS-06-03},
  series = {AAAI Workshop – Technical Report},
  pages = {61--68},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-33845996974\&partnerID=40\&md5=953ce0bd39da120f7439ae66904ec1d1}
}

@ARTICLE{flexer2005uiro9981005,
  author = {Flexer, A.~ and Bauer, H.~ and Pripfl, J.~ and Dorffner, G.~},
  title = {Using ICA for Removal of Ocular Artifacts in EEG Recorded from Blind Subjects.},
  journal = {Neural Networks},
  year = {2005},
  volume = {18},
  number = {7},
  pages = {998--1005},
  issn = {0893-6080 0893-6080},
  doi = {10.1016/j.neunet.2005.03.012},
  keywords = {Humans;*Algorithms;Linear Models;Normal Distribution;*Artifacts;*Eye Movements;Blindness/*physiopathology;Cerebral Cortex/physiology/physiopathology;Electroencephalography/*methods;Neural Networks;Computer;Signal Processing;Computer-Assisted}
}

@ARTICLE{anderer2005esas115133,
  author = {Anderer, P.~ and Gruber, G.~ and Parapatics, S.~ and Woertz, M.~ and Miazhynskaia, T.~ and Klosch, G.~ and Saletu, B.~ and Zeitlhofer, J.~ and Barbanoj, M.J.~ and Danker-Hopfe, H.~ and Himanen, S.-L.~ and Kemp, B.~ and Penzel, T.~ and Grozinger, M.~ and Kunz, D.~ and Rappelsberger, P.~ and Schlogl, A.~ and Dorffner, G.~},
  title = {An E-Health Solution for Automatic Sleep Classification According to Rechtschaffen and Kales: Validation Study of the Somnolyzer 24 X 7 Utilizing the Siesta Database.},
  journal = {Neuropsychobiology},
  year = {2005},
  volume = {51},
  number = {3},
  pages = {115--133},
  issn = {0302-282X 0302-282X},
  doi = {10.1159/000085205},
  keywords = {Algorithms;Adult;Female;Humans;Male;Time Factors;Aged;Middle Aged;Case-Control Studies;Reproducibility of Results;Age Factors;Aged;80 and over;Follow-Up Studies;Decision Trees;Electromyography/methods;Sleep/*physiology;Signal Processing;Computer-Assisted;Wakefulness/physiology;*Databases as Topic;*Electronic Data Processing;Electroencephalography/methods;Electrooculography/methods;Polysomnography/methods;Sleep Wake Disorders/classification/*diagnosis/*physiopathology}
}

@ARTICLE{flexer2005arps199207,
  author = {Flexer, A.~ and Gruber, G.~ and Dorffner, G.~},
  title = {A Reliable Probabilistic Sleep Stager Based on a Single EEG Signal.},
  journal = {Artificial Intelligence in Medicine},
  year = {2005},
  volume = {33},
  number = {3},
  pages = {199--207},
  issn = {0933-3657 0933-3657},
  doi = {10.1016/j.artmed.2004.04.004},
  keywords = {Algorithms;Adult;Female;Humans;Male;Time Factors;Aged;Middle Aged;Reproducibility of Results;Aged;80 and over;Probability;Markov Chains;Normal Distribution;Sleep Stages/*physiology;*Signal Processing;Computer-Assisted;Neural Networks;Computer;Electroencephalography/*methods/statistics \& numerical data;Sleep;REM/physiology;Sleep/physiology;Wakefulness/physiology}
}

@ARTICLE{dankerhopfe2005prcs314,
  author = {Danker-Hopfe, H.~ and Sch{\"a}fer, M.~ and Dorn, H.~ and Anderer, P.~ and Saletu, B.~ and Gruber, G.~ and Zeitlhofer, J.~ and Kunz, D.~ and Barbanoj, M.-J.~ and Himanen, S.L.~ and Kemp, B.~ and Penzel, T.~ and R{\"o}schke, J.~ and Dorffner, G.~},
  title = {Percentile Reference Charts for Selected Sleep Parameters for 20- to 80-Year-Old Healthy Subjects from the SIESTA Database.},
  journal = {Somnologie},
  year = {2005},
  volume = {9},
  number = {1},
  pages = {3--14},
  doi = {10.1111/j.1439-054X.2004.00038.x},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-20044385766\&doi=10.1111%2fj.1439-054X.2004.00038.x\&partnerID=40\&md5=52ac3bd5ecefda35a640f7cdc62ac759}
}

@ARTICLE{neumann2005tmdi8488,
  author = {Neumann, C.~ and Gschwendtner, M.~ and Karnel, F.~ and Mair, J.~ and Dorffner, G.~ and Dorffner, R.~},
  title = {Technische Machbarkeit der Implantation eines Monorail-Stent-Systems in die Nierenarterien ohne vorherige Dilitation.},
  journal = {R{\"o}Fo : Fortschritte auf dem Gebiete der R{\"o}ntgenstrahlen und der Nuklearmedizin},
  year = {2005},
  volume = {177},
  number = {1},
  pages = {84--88},
  issn = {1438-9029 1438-9010},
  doi = {10.1055/s-2004-813659},
  keywords = {Female;Humans;Male;Time Factors;Aged;Middle Aged;Aged;80 and over;Follow-Up Studies;Data Interpretation;Statistical;Feasibility Studies;*Stents;*Angioplasty;Balloon;Angiography;Renal Artery Obstruction/diagnosis/diagnostic imaging/*therapy}
}

@ARTICLE{dorffner2004rssm4852,
  author = {Dorffner, G.~},
  title = {Revolutionising Sleep Studies: Making the Most of Multi-Centre Clinical Trials.},
  journal = {European Pharmaceutical Contractor},
  year = {2004},
  volume = {2004},
  number = {Autumn},
  pages = {48--52},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-19644389536\&partnerID=40\&md5=d8ade17a34a7ab996f0820f5d084bada}
}

@ARTICLE{findl2004anst863866,
  author = {Findl, O.~ and Struhal, W.~ and Dorffner, G.~ and Drexler, W.~},
  title = {Analysis of Nonlinear Systems to Estimate Intraocular Lens Position after Cataract Surgery.},
  journal = {Journal of Cataract and Refractive Surgery},
  year = {2004},
  volume = {30},
  number = {4},
  pages = {863--866},
  issn = {0886-3350 0886-3350},
  doi = {10.1016/j.jcrs.2003.08.027},
  keywords = {Adult;Humans;Aged;Middle Aged;Aged;80 and over;Postoperative Period;Biometry;Refraction;Ocular;Visual Acuity;Phacoemulsification;Interferometry;Lens Implantation;Intraocular;*Lenses;Intraocular;*Neural Networks;Computer;Anterior Chamber/*anatomy \& histology;Light}
}

@ARTICLE{dankerhopfe2004irbs6369,
  author = {Danker-Hopfe, H.~ and Kunz, D.~ and Gruber, G.~ and Kl{\"o}sch, G.~ and Lorenzo, J.L.~ and Himanen, S.L.~ and Kemp, B.~ and Penzel, T.~ and R{\"o}schke, J.~ and Dorn, H.~ and Schl{\"o}gl, A.~ and Trenker, E.~ and Dorffner, G.~},
  title = {Interrater Reliability between Scorers from Eight European Sleep Laboratories in Subjects with Different Sleep Disorders.},
  journal = {Journal of Sleep Research},
  year = {2004},
  volume = {13},
  number = {1},
  pages = {63--69},
  doi = {10.1046/j.1365-2869.2003.00375.x},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-12144290377\&doi=10.1046%2fj.1365-2869.2003.00375.x\&partnerID=40\&md5=c01f410a5f42313bf3884c2ccc1169e8}
}

@ARTICLE{dorffner2003icis25352539,
  author = {Dorffner, R.~ and Neumann, C.~ and Gergely, I.~ and Renner, R.~ and Juhasz, M.~ and Resinger, M.~ and Dorffner, G.~},
  title = {Implantation of the Corinthian IQ Stent into the Femoropopliteal Arteries Using 6-F Introducer Sheaths in Antegrade and Crossover Procedures: Midterm Results.},
  journal = {European Radiology},
  year = {2003},
  volume = {13},
  number = {11},
  pages = {2535--2539},
  issn = {0938-7994 0938-7994},
  doi = {10.1007/s00330-003-1900-1},
  keywords = {Female;Humans;Male;Time Factors;Aged;Middle Aged;Prospective Studies;Aged;80 and over;Follow-Up Studies;Equipment Design;*Stents;Femoral Artery/*surgery;Popliteal Artery/*surgery;Vascular Surgical Procedures/*methods}
}

@ARTICLE{sallans2003svimarticle 2,
  author = {Sallans, B.~ and Pfister, A.~ and Karatzoglou, A.~ and Dorffner, G.~},
  title = {Simulation and Validation of an Integrated Markets Model.},
  journal = {JASSS},
  year = {2003},
  volume = {6},
  number = {4},
  pages = {Article 2},
  url = {http://jasss.soc.surrey.ac.uk/6/4/2.html}
}

@INPROCEEDINGS{miazhynskaia2003rmar589596,
  author = {Miazhynskaia, T.~ and Dorffner, G.~ and Dockner, E.J.~},
  title = {Risk Management Application of the Recurrent Mixture Density Network Models.},
  booktitle = {Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003. Proceedings Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26–29, 2003},
  year = {2003},
  editor = {Kaynak,O.;Alpaydin,E.;Oja,E.;Xu,L.},
  number = {2714},
  series = {Lecture Notes in Computer Science},
  pages = {589--596},
  address = {Berlin},
  publisher = {Springer},
  doi = {10.1007/3-540-44989-2_70}
}

@INPROCEEDINGS{flexer2002icus687695,
  author = {Flexer, A.~ and Gruber, G.~ and Dorffner, G.~},
  title = {Improvements on Continuous Unsupervised Sleep Staging.},
  booktitle = {Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, Martigny, Switzerland, 4–6 September 2002},
  year = {2002},
  editor = {Boulard,H.;Adali,T.;Bengio,S.;Larsen,J.;Douglas,S.},
  pages = {687--695},
  address = {New York, NY},
  month = {sep},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/NNSP.2002.1030080},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-16244398449\&doi=10.1109%2fNNSP.2002.1030080\&partnerID=40\&md5=24b051932be6fec5cadf90fff0368e1d}
}

@INCOLLECTION{flexer2002cuss,
  author = {Flexer, A.~ and Gruber, G.~ and Dorffner, G.~},
  title = {Continuous Unsupervised Sleep Staging Based on a Single EEG Signal.},
  booktitle = {Artificial Neural Networks – ICANN 2002. Proceedings International Conference, Madrid, Spain, August 28–30, 2002},
  publisher = {},
  year = {2002},
  editor = {Dorronsoro, J.R.},
  number = {2415},
  series = {Lecture Notes in Computer Science},
  address = {Springer},
  edition = {Berlin},
  month = {aug},
  doi = {10.1007/3-540-46084-5_164},
  url = {https://www.doi.org/10.1007/3-540-46084-5_164}
}

@ARTICLE{schittenkopf2002birt917930,
  author = {Schittenkopf, C.~ and Tiňo, P.~ and Dorffner, G.~},
  title = {The Benefit of Information Reduction for Trading Strategies.},
  journal = {Applied Economics},
  year = {2002},
  volume = {34},
  number = {7},
  pages = {917--930},
  doi = {10.1080/00036840110061938},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0036243130\&doi=10.1080%2f00036840110061938\&partnerID=40\&md5=fd7acc087a28e541b36ce3fdf3c1ae6e}
}

@ARTICLE{sykacek2002ibpt395421,
  author = {Sykacek, P.~ and Dorffner, G.~ and Rappelsberger, P.~ and Zeitlhofer, J.~},
  title = {Improving Biosignal Processing through Modeling Uncertainty: Bayes vs. Non-Bayes in Sleep Staging.},
  journal = {Applied Artificial Intelligence},
  year = {2002},
  volume = {16},
  number = {5},
  pages = {395--421},
  doi = {10.1080/08839510290030282},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0036565336\&doi=10.1080%2f08839510290030282\&partnerID=40\&md5=4b8d9d69da48038ed30dd2a4b1da610e}
}

@ARTICLE{flexer2002acps199207,
  author = {Flexer, A.~ and Dorffner, G.~ and Sykacek, P.~ and Rezek, I.~},
  title = {An Automatic, Continuous and Probabilistic Sleep Stager Based on a Hidden Markov Model.},
  journal = {Applied Artificial Intelligence},
  year = {2002},
  volume = {16},
  number = {3},
  pages = {199--207},
  doi = {10.1080/088395102753559271},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0036493888\&doi=10.1080%2f088395102753559271\&partnerID=40\&md5=178b14d4f3984dd4c29b2c32699c9a30}
}

@ARTICLE{grube2002ucsa5156,
  author = {Grube, G.~ and Flexer, A.~ and Dorffner, G.~},
  title = {Unsupervised Continuous Sleep Analysis.},
  journal = {Methods and Findings in Experimental and Clinical Pharmacology},
  year = {2002},
  volume = {24},
  number = {Suppl D: Papers 12th Meeting of the International Pharmaco-EEG Group, Barcelona, Spain, 21–24 November 2002},
  pages = {51--56},
  issn = {0379-0355 0379-0355},
  url = {https://pubmed.ncbi.nlm.nih.gov/12575468/},
  keywords = {Adult;Female;Humans;Male;Aged;Middle Aged;Aged;80 and over;Sleep/*physiology;Electroencephalography/methods/statistics \& numerical data;Polysomnography/*methods/statistics \& numerical data}
}

@ARTICLE{tiňo2001pfds187217,
  author = {Tiňo, P.~ and Dorffner, G.~},
  title = {Predicting the Future of Discrete Sequences from Fractal Representations of the Past.},
  journal = {Machine Learning},
  year = {2001},
  volume = {45},
  number = {2},
  pages = {187--217},
  doi = {10.1023/A:1010972803901},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0000860629\&doi=10.1023%2fA%3a1010972803901\&partnerID=40\&md5=6f2edf38b211bd929f24847410c6fcf2}
}

@ARTICLE{tiňo2001vtvt283299,
  author = {Tiňo, P.~ and Schittenkopf, C.~ and Dorffner, G.~},
  title = {Volatility Trading Via Temporal Pattern Recognition in Quantised Financial Time Series.},
  journal = {Pattern Analysis and Applications},
  year = {2001},
  volume = {4},
  number = {4},
  pages = {283--299},
  url = {https://link.springer.com/article/10.1007/PL00010989}
}

@INPROCEEDINGS{flexer2001mnrs499508,
  author = {Flexer, A.~ and Bauer, H.~ and Lamm, C.~ and Dorffner, G.~},
  title = {Model-Based Noise Reduction for Single Trial Evoked Potentials.},
  booktitle = {Neural Networks for Signal Processing XI. Proceedings of the 2001 IEEE Signal Processing Society Workshop},
  year = {2001},
  editor = {Miller,D.J.;Adali,T.;Larsen,J.;Van Hulle,M.;Scott,D.},
  pages = {499--508},
  address = {New York, NY},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  url = {https://ieeexplore.ieee.org/document/943154}
}

@ARTICLE{dorffner20012jvu3031,
  author = {Dorffner, G.~},
  title = {20 Jahre Vortragst{\"a}tigkeit und Wissensvermittlung durch die {\"O}GAI.},
  journal = {{\"O}GAI Journal},
  year = {2001},
  volume = {20},
  number = {3},
  pages = {30--31},
  url = {http://www.oegai.at/jubilaeums-journal.pdf#page=30}
}

@INCOLLECTION{dorffner2001pvv,
  author = {Dorffner, G.~ and Bischof, H.~ and Hornik, K.~},
  title = {Preface.},
  booktitle = {Artificial Neural Networks – ICANN 2001. Proceedings International Conference, Vienna, Austria, August 21–25, 2001},
  publisher = {Springer},
  year = {2001},
  editor = {Dorffner,G.;Bischof,H.;Hornik,K.},
  number = {2130},
  series = {Lecture Notes in Computer Science},
  pages = {V},
  address = {Berlin},
  month = {aug},
  doi = {10.1007/3-540-44668-0},
  url = {https://link.springer.com/content/pdf/bfm%3A978-3-540-44668-2%2F1.pdf#page=5}
}

@INCOLLECTION{flexer2001stee609616,
  author = {Flexer, A.~ and Bauer, H.~ and Lamm, C.~ and Dorffner, G.~},
  title = {Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component.},
  booktitle = {Artificial Neural Networks – ICANN 2001. Proceedings International Conference, Vienna, Austria, August 21–25, 2001},
  publisher = {Springer},
  year = {2001},
  editor = {Dorffner,G.;Bischof,H.;Hornik,K.},
  number = {2130},
  series = {Lecture Notes in Computer Science},
  pages = {609--616},
  address = {Berlin},
  doi = {10.1007/3-540-44668-0_85},
  url = {https://www.doi.org/10.1007/3-540-44668-0_85}
}

@ARTICLE{natter2001eiso10291045,
  author = {Natter, M.~ and Mild, A.~ and Feurstein, M.~ and Dorffner, G.~ and Taudes, A.~},
  title = {The Effect of Incentive Schemes and Organizational Arrangements on the New Product Development Process.},
  journal = {Management Science},
  year = {2001},
  volume = {47},
  number = {8},
  pages = {1029--1045},
  doi = {10.1287/mnsc.47.8.1029.10228},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0035435964\&doi=10.1287%2fmnsc.47.8.1029.10228\&partnerID=40\&md5=3cecdc92815633f4e53d9dbd4dadb4aa}
}

@ARTICLE{schittenkopf2001rdeo716725,
  author = {Schittenkopf, C.~ and Dorffner, G.~},
  title = {Risk-Neutral Density Extraction from Option Prices: Improved Pricing with Mixture Density Networks.},
  journal = {IEEE Transactions on Neural Networks},
  year = {2001},
  volume = {12},
  number = {4},
  pages = {716--725},
  issn = {1045-9227 1045-9227},
  doi = {10.1109/72.935085}
}

@ARTICLE{tino2001fvtu865874,
  author = {Tino, P.~ and Schittenkopf, C.~ and Dorffner, G.~},
  title = {Financial Volatility Trading Using Recurrent Neural Networks.},
  journal = {IEEE Transactions on Neural Networks},
  year = {2001},
  volume = {12},
  number = {4},
  pages = {865--874},
  issn = {1045-9227 1045-9227},
  doi = {10.1109/72.935096}
}

@ARTICLE{rappelsberger2001dps7688,
  author = {Rappelsberger, P.~ and Trenker, E.~ and Rothmann, C.~ and Gruber, G.~ and Sykacek, P.~ and Roberts, S.~ and Kl{\"o}sch, G.~ and Zeitlhofer, J.~ and Anderer, P.~ and Saletu, B.~ and Schl{\"o}gl, A.~ and V{\"a}rri, A.~ and Kemp, B.~ and Penzel, T.~ and Herrmann, W.~ and Hasan, J.~ and Barbanoj, M.J.~ and R{\"o}schke, J.~ and Kunz, D.~ and Dorffner, G.~},
  title = {Das Projekt SIESTA.},
  journal = {Klinische Neurophysiologie},
  year = {2001},
  volume = {32},
  number = {2},
  pages = {76--88},
  doi = {10.1055/s-2001-16206},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-17944376677\&doi=10.1055%2fs-2001-16206\&partnerID=40\&md5=97c0bcde30f8133c8b7199b4ea90dc79}
}

@ARTICLE{kloesch2001sppc5157,
  author = {Kl{\"o}sch, G.~ and Kemp, B.~ and Penzel, T.~ and Schl{\"o}gl, A.~ and Rappelsberger, P.~ and Trenker, E.~ and Gruber, G.~ and Zeitlhofer, J.~ and Saletu, B.~ and Herrmann, W.M.~ and Himanen, S.L.~ and Kunz, D.~ and Barbanoj, M.J.~ and R{\"o}schke, J.~ and V{\"a}rri, A.~ and Dorffner, G.~},
  title = {The SIESTA Project Polygraphic and Clinical Database.},
  journal = {IEEE Engineering in Medicine and Biology Magazine},
  year = {2001},
  volume = {20},
  number = {3},
  pages = {51--57},
  issn = {0739-5175 0739-5175},
  doi = {10.1109/51.932725},
  keywords = {Humans;*Databases;Factual;Polysomnography/*methods;*Signal Processing;Computer-Assisted;Monitoring;Physiologic/*methods}
}

@INPROCEEDINGS{flexer2000uhmm627631,
  author = {Flexer, A.~ and Sykacek, P.~ and Rezek, I.~ and Dorffner, G.~},
  title = {Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager.},
  booktitle = {Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN 2000), Como, Italy, 24–27 July 2000, Neural Computing: New Challenges and Perspectives for the New Millenium},
  year = {2000},
  editor = {Amari,S.-I.;Giles,C.L.;Gori,M.;Piuri,V.},
  pages = {627--631},
  address = {Los Alamitos, CA},
  month = {jul},
  publisher = {IEEE Computer Society},
  doi = {10.1109/ijcnn.2000.861392},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0033701989\&doi=10.1109%2fijcnn.2000.861392\&partnerID=40\&md5=18571ae9a66b6805bf490c40f29d0f86}
}

@ARTICLE{schittenkopf2000ftcd355374,
  author = {Schittenkopf, C.~ and Dorffner, G.~ and Dockner, E.J.~},
  title = {Forecasting Time-Dependent Conditional Densities: A Semi-Non-Parametric Neural Network Approach.},
  journal = {Journal of Forecasting},
  year = {2000},
  volume = {19},
  number = {4},
  pages = {355--374},
  doi = {10.1002/1099-131X(200007)19:4<355::AID-FOR778>3.0.CO;2-Z},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0001344388\&doi=10.1002%2f1099-131X%28200007%2919%3a4%3c355%3a%3aAID-FOR778%3e3.0.CO%3b2-Z\&partnerID=40\&md5=89e3b20150c4504673f7a661fac87339}
}

@INPROCEEDINGS{parfitt2000ggpf5258,
  author = {Parfitt, S.~ and Tiňo, P.~ and Dorffner, G.~},
  title = {Graded Grammaticality in Prediction Fractal Machines.},
  booktitle = {Advances in Neural Information Processing Systems 12. Proceedings of the 1999 Conference (NIPS 1999), Denver, CO, 30 November–2 December 1999},
  year = {2000},
  editor = {Solla,S.;Leen,T.;M{\"u}ller,K.},
  pages = {52--58},
  address = {Cambridge, MA},
  publisher = {MIT Press},
  url = {https://proceedings.neurips.cc/paper/1999/file/ae614c557843b1df326cb29c57225459-Paper.pdf}
}

@INPROCEEDINGS{tiňo2000bpmf645651,
  author = {Tiňo, P.~ and Dorffner, G.~},
  title = {Building Predictive Models from Fractal Representations of Symbolic Sequences.},
  booktitle = {Advances in Neural Information Processing Systems 12. Proceedings of the 1999 Conference (NIPS 1999), Denver, CO, 30 November–2 December 1999},
  year = {2000},
  editor = {Solla,S.;Leen,T.;M{\"u}ller,K.},
  pages = {645--651},
  address = {Cambridge, MA},
  month = {jun},
  publisher = {MIT Press},
  url = {https://proceedings.neurips.cc/paper/1999/file/17ed8abedc255908be746d245e50263a-Paper.pdf}
}

@INCOLLECTION{dorffner2000muba1825,
  author = {Dorffner, G.~ and Sykacek, P.~ and Schittenkopf, C.~},
  title = {Modelling Uncertainty in Biomedical Applications of Neural Networks.},
  booktitle = {Artificial Neural Networks in Medicine and Biology. Proceedings of the ANNIMAB-1 Conference, G{\"o}teborg, Sweden, 13–16 May 2000},
  publisher = {Springer},
  year = {2000},
  editor = {Malmgren,H.;Borga,M.;Niklasson,L.},
  series = {Perspectives in Neural Computing},
  pages = {18--25},
  address = {London},
  month = {may},
  url = {https://rd.springer.com/chapter/10.1007/978-1-4471-0513-8_3}
}

@INCOLLECTION{barros2000esee125130,
  author = {Barros, A.~ and Rosipal, R.~ and Girolami, M.~ and Dorffner, G.~ and Ohnishi, N.~},
  title = {Extraction of Sleep-Spindles from the Electroencephalogram (EEG).},
  booktitle = {Artificial Neural Networks in Medicine and Biology. Proceedings of the ANNIMAB-1 Conference, G{\"o}teborg, Sweden, 13–16 May 2000},
  publisher = {Springer},
  year = {2000},
  editor = {Malmgren,H.;Borga,M.;Niklasson,L.},
  series = {Perspectives in Neural Computing},
  pages = {125--130},
  address = {London},
  month = {may},
  url = {https://rd.springer.com/chapter/10.1007/978-1-4471-0513-8_17}
}

@INCOLLECTION{tino2000asda137151,
  author = {Tino, P.~ and Schittenkopf, C.~ and Dorffner, G.~ and Dockner, E.~},
  title = {A Symbolic Dynamics Approach to Volatility Prediction.},
  booktitle = {Computational Finance 1999. Proceedings Computational Finance 1999 Conference, New York, NY, Jan 1999},
  publisher = {MIT Press},
  year = {2000},
  editor = {Abu-Mostafa,Y.;LeBaron,B.;Lo,A.;Weigend,A.},
  pages = {137--151},
  address = {Cambridge, MA},
  month = {apr},
  url = {https://mitpress.mit.edu/books/computational-finance-1999}
}

@INCOLLECTION{tiño2000usso255269,
  author = {Tiño, P.~ and Dorffner, G.~ and Schittenkopf, C.~},
  title = {Understanding State Space Organization in Recurrent Neural Networks with Iterative Function Systems Dynamics.},
  booktitle = {Hybrid Neural Systems},
  publisher = {Springer},
  year = {2000},
  editor = {Wermter,S.;Sun,R.},
  number = {1778},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {255--269},
  address = {Berlin},
  month = {mar},
  url = {https://link.springer.com/chapter/10.1007/10719871_18}
}

@INPROCEEDINGS{schittenkop2000ptvu811,
  author = {Schittenkop, C.~ and Tino, P.~ and Dorffner, G.~},
  title = {The Profitability of Trading Volatility Using Real-Valued and Symbolic Models.},
  booktitle = {Proceedings of the IEEE/IAFE/INFORMS 2000 Conference on Computational Intelligence for Financial Engineering (CIFEr), New York, NY, 26–28 March 2000},
  year = {2000},
  pages = {8--11},
  address = {Piscataway, NJ},
  month = {mar},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/CIFER.2000.844586},
  url = {https://ieeexplore.ieee.org/document/844586}
}

@INPROCEEDINGS{feurstein2000hcea,
  author = {Feurstein, M.~ and Natter, M.~ and Taudes, A.~ and Dorffner, G.~},
  title = {Hierarchical Coordination of Economic Agents.},
  booktitle = {Proceedings 33rd Annual Hawaii International Conference on System Sciences, Maui, Hawaii, 4–7 January 2000},
  year = {2000},
  address = {Piscataway, NJ},
  month = {jan},
  publisher = {IEEE Computer Society},
  url = {https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/12OmNxGAL2t/pdf}
}

@INPROCEEDINGS{natter2000laf,
  author = {Natter, M.~ and Feurstein, M.~ and Mild, A.~ and Taudes, A.~ and Trcka, M.~ and Dorffner, G.~ and Merz, C.~},
  title = {Learning in the Artificial Factory.},
  booktitle = {Proceedings 33rd Annual Hawaii International Conference on System Sciences, Maui, Hawaii, 4–7 January 2000},
  year = {2000},
  address = {Piscataway, NJ},
  month = {jan},
  publisher = {IEEE Computer Society},
  doi = {10.1109/HICSS.2000.926646},
  url = {https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/12OmNCcbE90/pdf}
}

@ARTICLE{schloegl1999qcps21652170,
  author = {Schl{\"o}gl, A.~ and Kemp, B.~ and Penzel, T.~ and Kunz, D.~ and Himanen, S.-L.~ and V{\"a}rri, A.~ and Dorffner, G.~ and Pfurtscheller, G.~},
  title = {Quality Control of Polysomnographic Sleep Data by Histogram and Entropy Analysis.},
  journal = {Clinical Neurophysiology},
  year = {1999},
  volume = {110},
  number = {12},
  pages = {2165--2170},
  doi = {10.1016/S1388-2457(99)00172-8},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0345580229\&doi=10.1016%2fS1388-2457%2899%2900172-8\&partnerID=40\&md5=11fcf6dab96f11baa0285b4cb1ef8497}
}

@INPROCEEDINGS{dorffner1999crte2332,
  author = {Dorffner, G.~},
  title = {The Connectionist Route to Embodiment and Dynamicism.},
  booktitle = {Understanding Representation in the Cognitive Sciences: Does Representation Need Reality? [Based on the Proceedings of the Conference New Trends in Cognitive Science (NTCS ’97), Vienna, Austria, 14–16 May 1997]},
  year = {1999},
  editor = {Riegler,A.;Peschl,M.;Von Stein,A.},
  pages = {23--32},
  address = {New York, NY},
  publisher = {Kluwer Academic / Plenum Publishers},
  url = {https://rd.springer.com/chapter/10.1007/978-0-585-29605-0_3}
}

@INPROCEEDINGS{taudes1999lmiii516ii521,
  author = {Taudes, A.~ and Dorffner, G.~ and Natter, M.~ and Feurstein, M.~ and Merz, C.~ and Mild, A.~ and Trcka, M.~},
  title = {Learning Marketing-Production Interactions.},
  booktitle = {IEEE SMC’99 Conference Proceedings 1999 IEEE International Conference on Systems, Man, and Cybernetics, Tokyo, Japan, 12–15 October 1999},
  year = {1999},
  volume = {Vol. II},
  pages = {II-516--II-521},
  address = {Piscataway, NJ},
  month = {oct},
  publisher = {IEEE},
  doi = {10.1109/ICSMC.1999.825314},
  url = {https://ieeexplore.ieee.org/document/825314}
}

@ARTICLE{lee1999aann482485,
  author = {Lee, A.~ and Ulbricht, C.~ and Dorffner, G.~},
  title = {Application of Artificial Neural Networks for Detection of Abnormal Fetal Heart Rate Pattern: A Comparison with Conventional Algorithms.},
  journal = {Journal of Obstetrics and Gynaecology},
  year = {1999},
  volume = {19},
  number = {5},
  pages = {482--485},
  issn = {0144-3615 0144-3615},
  doi = {10.1080/01443619964256}
}

@ARTICLE{anderer1999apca150157,
  author = {Anderer, P.~ and Roberts, S.~ and Schl{\"o}gl, A.~ and Gruber, G.~ and Kl{\"o}sch, G.~ and Herrmann, W.~ and Rappelsberger, P.~ and Filz, O.~ and Barbanoj, M.J.~ and Dorffner, G.~ and Saletu, B.~},
  title = {Artifact Processing in Computerized Analysis of Sleep EEG – A Review.},
  journal = {Neuropsychobiology},
  year = {1999},
  volume = {40},
  number = {3},
  pages = {150--157},
  doi = {10.1159/000026613},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0032878708\&doi=10.1159%2f000026613\&partnerID=40\&md5=5d0a7d54809dc10a1bcb5fbcecca4964}
}

@INCOLLECTION{dorffner1999acln227231,
  author = {Dorffner, G.~ and Leitgeb, E.~ and Koller, H.~},
  title = {A Comparison of Linear and Non-Linear Classifiers for the Detection of Coronary Artery Disease in Stress-ECG.},
  booktitle = {Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM’99, Aalborg, Denmark, 20–24 June 1999, Proceedings},
  publisher = {Springer},
  year = {1999},
  editor = {Horn,W.;Shahar,Y.;Lindberg,G.;Andreassen,S.;Wyatt,J.},
  number = {1620},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {227--231},
  address = {Berlin},
  doi = {10.1007/3-540-48720-4_24},
  url = {www.doi.org/10.1007/3-540-48720-4_24}
}

@INCOLLECTION{schittenkopf1999ftnv259266,
  author = {Schittenkopf, C.~ and Dorffner, G.~ and Dockner, E.J.~},
  title = {Fat Tails and Non-Linearity in Volatility Models: What Is More Important?},
  booktitle = {Proceedings of the 1999 IEEE/IAE Conference on Computational Intelligence for Financial Engineering (CIFEr), New York, NY, 27 April 1999},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  year = {1999},
  pages = {259--266},
  address = {Piscataway, NY},
  month = {mar},
  doi = {10.1109/CIFER.1999.771126},
  url = {https://ieeexplore.ieee.org/document/771126}
}

@ARTICLE{dorffner1999fnns333347,
  author = {Dorffner, G.~ and Wiklicky, H.~ and Prem, E.~},
  title = {Formal Neural Network Specification and Its Implications on Standardization.},
  journal = {Computer Standards and Interfaces},
  year = {1999},
  volume = {20},
  number = {4-5},
  pages = {333--347},
  doi = {10.1016/S0920-5489(98)00069-5},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-21844435475\&doi=10.1016%2fS0920-5489%2898%2900069-5\&partnerID=40\&md5=72ea705a6f0482863c48492740f860eb}
}

@ARTICLE{dorffner1998ffcc2425,
  author = {Dorffner, G.~},
  title = {Flexible Features, Connectionism, and Computational Learning Theory.},
  journal = {Behavioral and Brain Sciences},
  year = {1998},
  volume = {21},
  number = {1},
  pages = {24--25},
  issn = {0140-525X},
  doi = {10.1017/S0140525X98320105}
}

@ARTICLE{rosipal1998ciis539547,
  author = {Rosipal, R.~ and Dorffner, G.~ and Trenker, E.~},
  title = {Can ICA Improve Sleep-Spindles Detection?},
  journal = {Neural Network World},
  year = {1998},
  volume = {8},
  number = {5},
  pages = {539--547},
  url = {http://aiolos.um.savba.sk/~roman/Papers/nnw98.pdf}
}

@INPROCEEDINGS{sykacek1998ewbl964970,
  author = {Sykacek, P.~ and Dorffner, G.~ and Rappelsberger, P.~ and Zeitlhofer, J.~},
  title = {Experiences with Bayesian Learning in a Real World Application.},
  booktitle = {Advances in Neural Information Processing Systems 10. Proceedings of the 1997 Conference (NIPS 1997), Denver, CO, 1–6 December 1997},
  year = {1998},
  editor = {Jordan,M.I.;Kearns,M.J.;Solla,S.A.},
  pages = {964--970},
  address = {Cambridge, MA},
  month = {jul},
  publisher = {MIT Press},
  url = {https://proceedings.neurips.cc/paper/1997/file/a424ed4bd3a7d6aea720b86d4a360f75-Paper.pdf}
}

@ARTICLE{trenker1998aevs3436,
  author = {Trenker, E.~ and Rappelsberger, P.~ and Hajek, J.~ and Zeitlhofer, J.~ and Dorffner, G.~},
  title = {Automatische Erkennung von Schlafspindeln.},
  journal = {Biomedizinische Technik},
  year = {1998},
  volume = {43},
  number = {Suppl 2: Vortr{\"a}ge der gemeinsamen Jahrestagung der {\"O}sterreichischen Gesellschaft f{\"u}r Biomedizinische Technik und der {\"O}sterreichischen Gesellschaft f{\"u}r Medizinische Physik, Wien, {\"O}sterreich, 21–23. Mai 1998},
  pages = {34--36},
  doi = {10.1515/bmte.1998.43.s2.34},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026047495\&doi=10.1515%2fbmte.1998.43.s2.34\&partnerID=40\&md5=29730b4bcf943e4c54ce2757e843cfa9}
}

@ARTICLE{ulbricht1998nnrp271284,
  author = {Ulbricht, C.~ and Dorffner, G.~ and Lee, A.~},
  title = {Neural Networks for Recognizing Patterns in Cardiotocograms.},
  journal = {Artificial Intelligence in Medicine},
  year = {1998},
  volume = {12},
  number = {3},
  pages = {271--284},
  issn = {0933-3657 0933-3657},
  doi = {10.1016/s0933-3657(97)00052-3},
  keywords = {Female;Humans;Time Factors;Pregnancy;*Neural Networks;Computer;*Pattern Recognition;Automated;Cardiotocography/*methods}
}

@INPROCEEDINGS{dorffner1997wpbw185190,
  author = {Dorffner, G.~ and Harris, C.~},
  title = {When Pseudowords Become Words – Effects of Learning on Orthographic Similarity Priming.},
  booktitle = {Proceedings of the Nineteenth Annual Conference of the Cognitive Science Society, Stanford, CA, 7–10 August 1997},
  year = {1997},
  editor = {Shafto,M.;Langley,P.},
  pages = {185--190},
  address = {Mahwah, NJ},
  publisher = {Lawrence Erlbaum Association Publisher},
  url = {https://www.webofscience.com/wos/alldb/full-record/WOS:000168551500032}
}

@ARTICLE{dorffner1997sbsd215224,
  author = {Dorffner, G.~ and Stoklmayer, C.~ and Schmidt, C.~ and Schima, H.~},
  title = {Synergies between Statistical Data Analysis and Neural Networks in the Control of Rotary Blood Pumps.},
  journal = {Cybernetics and Systems},
  year = {1997},
  volume = {28},
  number = {3},
  pages = {215--224},
  doi = {10.1080/019697297126155},
  url = {https://www.tandfonline.com/doi/abs/10.1080/019697297126155}
}

@ARTICLE{dorffner1996nnts447468,
  author = {Dorffner, G.~},
  title = {Neural Networks for Time Series Processing.},
  journal = {Neural Network World},
  year = {1996},
  volume = {6},
  number = {4},
  pages = {447--468},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0029714384\&partnerID=40\&md5=1e9df7673bc05104ad91031febe09119}
}

@ARTICLE{veits1995edoa4244,
  author = {Veits, W.~ and Schmidt, C.~ and Wieselthaler, G.~ and Dorffner, G.~ and Schima, H.~},
  title = {Ermittlung des optimalen Arbeitsbereichs von Herzunterst{\"u}tzungssystemen mit Hilfe von neuronalen Netzwerken.},
  journal = {Biomedizinische Technik},
  year = {1995},
  volume = {40},
  number = {Suppl 2: Referate der {\"O}sterreichischen Gesellschaft f{\"u}r Biomedizinische Technik, Graz, {\"O}sterreich, 21.–23. September 1995},
  pages = {42--44},
  doi = {10.1515/bmte.1995.40.s2.42},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84944506228\&doi=10.1515%2fbmte.1995.40.s2.42\&partnerID=40\&md5=b7b8929accf2160c252c238738e04cb6}
}

@ARTICLE{stoecklmayer1995annn719724,
  author = {St{\"o}cklmayer, C.~ and Dorffner, G.~ and Schmidt, C.~ and Schima, H.~},
  title = {An Artificial Neural Network-Based Noninvasive Detector for Suction and Left Atrium Pressure in the Control of Rotary Blood Pumps: An in Vitro Study.},
  journal = {Artificial Organs},
  year = {1995},
  volume = {19},
  number = {7},
  pages = {719--724},
  issn = {0160-564X 0160-564X},
  doi = {10.1111/j.1525-1594.1995.tb02411.x},
  keywords = {Sensitivity and Specificity;Blood Flow Velocity;Rotation;In Vitro Techniques;Blood Pressure/physiology;*Neural Networks;Computer;*Atrial Function;Heart-Assist Devices/*standards}
}

@ARTICLE{porenta1994aipt20412047,
  author = {Porenta, G.~ and Dorffner, G.~ and Kundrat, S.~ and Petta, P.~ and Duit-Schedlmayer, J.~ and Sochor, H.~},
  title = {Automated Interpretation of Planar Thallium-201-Dipyridamole Stress-Redistribution Scintigrams Using Artificial Neural Networks.},
  journal = {Journal of Nuclear Medicine},
  year = {1994},
  volume = {35},
  number = {12},
  pages = {2041--2047},
  issn = {0161-5505 0161-5505},
  url = {http://jnm.snmjournals.org/content/35/12.toc},
  keywords = {Adult;Female;Humans;Male;Retrospective Studies;Aged;Middle Aged;Coronary Angiography;*Exercise Test;*Neural Networks;Computer;Automation;*Dipyridamole/pharmacokinetics;*Thallium Radioisotopes/pharmacokinetics;*Tomography;Emission-Computed;Coronary Disease/*diagnostic imaging;Coronary Vessels/diagnostic imaging;Heart/*diagnostic imaging}
}

@ARTICLE{dorffner1994ufnn417435,
  author = {Dorffner, G.~ and Porenta, G.~},
  title = {On Using Feedforward Neural Networks for Clinical Diagnostic Tasks.},
  journal = {Artificial Intelligence in Medicine},
  year = {1994},
  volume = {6},
  number = {5},
  pages = {417--435},
  issn = {0933-3657 0933-3657},
  doi = {10.1016/0933-3657(94)90005-1},
  keywords = {Humans;Radionuclide Imaging;*Neural Networks;Computer;Coronary Disease/*diagnostic imaging;Thallium;Thallium Radioisotopes}
}

@INPROCEEDINGS{dorffner1994tiee499508,
  author = {Dorffner, G.~ and Leitgeb, E.~ and Koller, H.~},
  title = {Toward Improving Exercise ECG for Detecting Ischemic Heart Disease with Recurrent and Feedforward Neural Nets.},
  booktitle = {Proceedings of 4th IEEE Workshop on Neural Networks for Signal Processing (NNSP’94), Ermioni, Greece, 6–8 September 1994},
  year = {1994},
  pages = {499--508},
  address = {Piscataway, NJ},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  url = {https://doi.org/10.1109/NNSP.1994.366016}
}

@ARTICLE{dorffner1994fnns205219,
  author = {Dorffner, G.~ and Wiklicky, H.~ and Prem, E.~},
  title = {Formal Neural Network Specification and Its Implications on Standardization.},
  journal = {Computer Standards and Interfaces},
  year = {1994},
  volume = {16},
  number = {3},
  pages = {205--219},
  doi = {10.1016/0920-5489(94)90012-4},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0028465798\&doi=10.1016%2f0920-5489%2894%2990012-4\&partnerID=40\&md5=68c81daa794e8c71046776bb5997ad1a}
}

@ARTICLE{dorffner1994ufmr511554,
  author = {Dorffner, G.~},
  title = {Unified Framework for MLPs and RBFNs: Introducing Conic Section Function Networks.},
  journal = {Cybernetics and Systems},
  year = {1994},
  volume = {25},
  number = {4},
  pages = {511--554},
  doi = {10.1080/01969729408902340},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0028461628\&doi=10.1080%2f01969729408902340\&partnerID=40\&md5=71298e495e6848b2af82fc0aca969e09}
}

@ARTICLE{rappelsberger1993knnz6972,
  author = {Rappelsberger, P.~ and Dorffner, G.~ and Flexer, A.~},
  title = {K{\"u}nstliche Neuronale Netzwerke zur Klassifikation von EEG-Koh{\"a}renz Maps: Beispiele aus psychophysiologischen Studien.},
  journal = {Biomedizinische Technik},
  year = {1993},
  volume = {38},
  number = {Suppl 1: Vortr{\"a}ge der Gemeinsamen Jahrestagung der Deutschen der {\"O}sterreichischen und der Schweizerischen Gesellschaft f{\"u}r Biomedizinische Technik, Graz, {\"O}sterreich, 16.–18. September 1993},
  pages = {69--72},
  doi = {10.1515/bmte.1993.38.s1.69},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84944293607\&doi=10.1515%2fbmte.1993.38.s1.69\&partnerID=40\&md5=5d9ad977c1d602b0dbcfbfb7a23a585d}
}

@ARTICLE{dorffner1993csbc456457,
  author = {Dorffner, G.~},
  title = {Connectionism and Syntactic Binding of Concepts.},
  journal = {Behavioral and Brain Sciences},
  year = {1993},
  volume = {16},
  number = {3},
  pages = {456--457},
  issn = {0140-525X},
  doi = {10.1017/S0140525X00030983}
}

@INPROCEEDINGS{dorffner1993ulss363368,
  author = {Dorffner, G.~ and Sch{\"o}nauer, T.~},
  title = {Unsupervised Learning of Simple Speech Production Based on Soft Competitive Learning.},
  booktitle = {Computation and Neural Systems. Proceedings 1st Annual Computation and Neural Systems Meeting, San Francisco, CA, 26–29 July 1992},
  year = {1993},
  editor = {Eeckman,F.;Bower,J.},
  pages = {363--368},
  address = {Boston, MA},
  month = {jul},
  publisher = {Kluwer Academic Publishers},
  url = {https://ofai.at/papers/oefai-tr-93-11.pdf}
}

@INPROCEEDINGS{dorffner1993csga144148,
  author = {Dorffner, G.~ and Prem, E.~},
  title = {Connectionism, Symbol Grounding, and Autonomous Agents.},
  booktitle = {Proceedings of the Fifteenth Annual Conference of the Cognitive Science Society, Boulder, CO, 18–21 June 1993},
  year = {1993},
  editor = {Kintsch,W.},
  pages = {144--148},
  address = {Hillsdale, NJ},
  month = {jun},
  publisher = {Lawrence Erlbaum Associates},
  url = {https://www.webofscience.com/wos/alldb/full-record/WOS:A1993BY75N00017}
}

@INCOLLECTION{prem1993csaa166175,
  author = {Prem, E.~ and Mackinger, M.~ and Dorffner, G.~ and Porenta, G.~ and Sochor, H.~},
  title = {Concept Support as a Method for Programming Neural Networks with Symbolic Knowledge.},
  booktitle = {GWAI-92: Advances in Artificial Intelligence. Proceedings 16th German Conference on Artificial Intelligence, Bonn, Germany, August 31–September 3, 1992},
  publisher = {Springer},
  year = {1993},
  editor = {Ohlbach, H.-J.},
  number = {671},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {166--175},
  address = {Berlin},
  month = {may},
  doi = {10.1007/bfb0019002},
  url = {https://link.springer.com/chapter/10.1007/BFb0019002}
}

@ARTICLE{dorffner1993hccc5985,
  author = {Dorffner, G.~},
  title = {How Connectionism Can Change Al and the Way We Think About Ourselves.},
  journal = {Applied Artificial Intelligence},
  year = {1993},
  volume = {7},
  number = {1},
  pages = {59--85},
  doi = {10.1080/08839519308949976},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0027281481\&doi=10.1080%2f08839519308949976\&partnerID=40\&md5=16d0a1f0ac6f96648a97dc49837072a2}
}

@INPROCEEDINGS{ulbricht1992mhsw273278,
  author = {Ulbricht, C.~ and Dorffner, G.~ and Canu, S.~ and Guillemyn, D.~ and Marijuan, G.~ and Olarte, J.~ and Rodriguez, C.~ and Martin, I.~},
  title = {Mechanisms for Handling Sequences with Neural Networks.},
  booktitle = {Intelligent Engineering Systems through Artificial Neural Networks. Proceedings of the 1992 Artificial Neural Networks in Engineering (ANNIE’92), St.Louis, MO, 15–18 November 1992},
  year = {1992},
  editor = {Dagli,C.H.;Burke,L.I.;Shin,Y.C.},
  volume = {2},
  pages = {273--278},
  address = {New York, NY},
  publisher = {ASME Press},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0027105492\&partnerID=40\&md5=5d3174d64667489329d130cfaad12da3}
}

@INPROCEEDINGS{dorffner1992tpha803808,
  author = {Dorffner, G.~},
  title = {Taxonomies and Part-Whole Hierarchies in the Acquisition of Word Meaning – A Connectionist Model.},
  booktitle = {Proceedings of the Fourteenth Annual Conference of the Cognitive Science Society, Bloomington, IN, 29 July–1 August 1992},
  year = {1992},
  editor = {Cognitive Science Society},
  pages = {803--808},
  address = {Hillsdale, NJ},
  publisher = {Lawrence Erlbaum Associates},
  url = {https://www.webofscience.com/wos/alldb/full-record/WOS:A1992BW42H00136}
}

@INPROCEEDINGS{dorffner1992vfcc203205,
  author = {Dorffner, G.~ and Rotter, M.~},
  title = {On the Virtues of Functional Connectionist Compositionality.},
  booktitle = {Proceedings 10th European Conference on Artificial Intelligence (ECAI-92), Vienna, Austria, 3–7 August 1992},
  year = {1992},
  editor = {Neumann, B},
  pages = {203--205},
  address = {Chichester},
  month = {jul},
  publisher = {John Wiley \& Sons},
  url = {https://www.webofscience.com/wos/alldb/full-record/WOS:A1992BY03P00047}
}

@INCOLLECTION{dorffner1992itni440464,
  author = {Dorffner, G.~},
  title = {An Introduction to Neurocomputing and Its Possible Role in AI.},
  booktitle = {Advanced Topics in Artificial Intelligence. International Summer School Prague, Czechoslovakia, July 6–17, 1992 Proceedings},
  publisher = {Springer},
  year = {1992},
  editor = {Mřrík,V.;Štěpánková,O.;Trappl,R.},
  number = {617},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {440--464},
  address = {Berlin},
  url = {https://doi.org/10.1007/3-540-55681-8_50}
}

@INPROCEEDINGS{dorffner1992eamn16331636,
  author = {Dorffner, G.~},
  title = {Euclidnet – A Multilayer Neural Network Using the Euclidean Distance as Propagation Rule.},
  booktitle = {Artificial Neural Networks 2. Proceedings of the 1992 International Conference on Artificial Neural Networks (ICANN-92), Brighton, United Kingdom, 4–7 September 1992},
  year = {1992},
  editor = {Aleksander,I.;Taylor,J.},
  pages = {1633--1636},
  address = {Amsterdam},
  month = {sep},
  publisher = {North-Holland},
  url = {https://www.sciencedirect.com/science/article/pii/B978044489488550172X}
}

@INPROCEEDINGS{dorffner1990isii8994,
  author = {Dorffner, G.~ and Buchberger, E.~ and Kommenda, M.~},
  title = {Integrating Stress and Intonation into a Concept-to-Speech System.},
  booktitle = {COLING 1990. Proceedings 13th International Conference on Computational Linguistics on the Occasion of the 25th Anniversary of COLING and the 350th Anniversary of Helsinki University},
  year = {1990},
  editor = {Karlgren,H.},
  volume = {Vol 2},
  pages = {89--94},
  address = {Finland},
  organization = {University of Helsinki},
  publisher = {University of Helsinki},
  url = {https://aclanthology.org/C90-2016}
}

@ARTICLE{trost1989easw3335,
  author = {Trost, H.~ and Buchberger, E.~ and Dorffner, G.~},
  title = {An Expert Advising System with Acoustic Output.},
  journal = {ACM SIGART Bulletin},
  year = {1989},
  volume = {109},
  pages = {33--35},
  doi = {10.1145/70632.70637}
}

@ARTICLE{dorffner1989gsoe3641,
  author = {Dorffner, G.~ and Trost, H.~ and Buchberger, E.~},
  title = {Generating Spoken Output for an Expert System Interface.},
  journal = {{\"O}GAI Journal},
  year = {1989},
  volume = {7},
  number = {3-4},
  pages = {36--41},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0024478546\&partnerID=40\&md5=926d4e4fbefe1b396993996f8aa8fcef}
}

@ARTICLE{dorffner1989rsrs4567,
  author = {Dorffner, G.~},
  title = {Replacing Symbolic Rule Systems with PDP Networks Netzsprech: A German Example.},
  journal = {Applied Artificial Intelligence},
  year = {1989},
  volume = {3},
  number = {1},
  pages = {45--67},
  doi = {10.1080/08839518908949917},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0024863582\&doi=10.1080%2f08839518908949917\&partnerID=40\&md5=d7d4bb53f22dc523837d08fb65f5d806}
}

@INPROCEEDINGS{dorffner1989canc244253,
  author = {Dorffner, G.~},
  title = {Cascaded Associative Networks for Complex Learning-Tasks.},
  booktitle = {Neural Networks from Models to Applications. Proceedings of NEURO 88, Paris, France, 6–9 June 1988},
  year = {1989},
  editor = {Personnaz,L.;Dreyfus,G.},
  pages = {244--253},
  address = {Paris},
  publisher = {I.D.S.E.T.},
  url = {https://www.webofscience.com/wos/alldb/full-record/WOS:A1989BP89K00027}
}

@INPROCEEDINGS{porenta1988pdpa259262,
  author = {Porenta, G.~ and Dorffner, G.~ and Schedlmayer, J.~ and Sochor, H.~},
  title = {Parallel Distributed Processing as a Decision Support Approach in the Analysis of Thallium-201 Scintigrams.},
  booktitle = {Computers in Cardiology 1988, Proceedings 15th Annual Conference on Computers in Cardiology, Washington, D.C., 25–28 September 1988},
  year = {1988},
  pages = {259--262},
  address = {Piscataway, NJ},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/CIC.1988.72612},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-0024079937\&partnerID=40\&md5=fac332eb9d8774d8a1aaea8d2960d9f5}
}

@ARTICLE{sochor1988ctsu13141314,
  author = {Sochor, H.~ and Dorffner, G.~ and Porenta, G.~},
  title = {Classification of Tl-201 Scintigrams Using a Neural Network Trained by Back Propagation.},
  journal = {Journal of Nuclear Medicine},
  year = {1988},
  volume = {29},
  number = {7, Abstracts to Papers as Works-in-Progress at the 35th Annual Meeting of the Society of Nuclear Medicine (SNM), San Francisco, CA, 14–17 June 1987},
  pages = {1314},
  issn = {0161-5505},
  url = {https://jnm.snmjournals.org/content/jnumed/29/7/1309.full.pdf#page=6}
}

@INCOLLECTION{dorffner1987ppsi4963,
  author = {Dorffner, G.~ and Kwasny, S.C.~ and Port, R.F.~},
  title = {Parsing Phonetic Segments into Syllables.},
  booktitle = {3. {\"O}sterreichische Artificial-Intelligence-Tagung, Wien, 22–25. September 1987, Proceedings},
  publisher = {Springer},
  year = {1987},
  editor = {Buchberger,E.;Retti,J.},
  number = {151},
  series = {Informatik-Fachberichte (Subreihe K{\"u}nstliche Intelligenz)},
  pages = {49--63},
  address = {Berlin},
  month = {sep},
  url = {https://www.doi.org/10.1007/978-3-642-46620-5_5}
}