Publications by Florian Katsch
2024
- Katsch F., Hussein R., Duftschmid G.
Converting Entity-Attribute-Value Data Sources to OMOP’s CDM: Lessons Learned.
In Mantas J., Hasman A., Demiris G., Saranto K., Marschollek M., Arvanitis T.N., Ognjanović I., Benis A., Gallos P., Zoulias E., Andrikopoulou E. (Eds.) Digital Health and Informatics Innovations for Sustainable Health Care Systems. Proceedings of MIE 2024, Studies in Health Technology and Informatics 316, IOS Press, Amsterdam, 356–357, (2024) [bib]
@INCOLLECTION{katsch2024ceds356357, author = {Katsch, F.~ and Hussein, R.~ and Duftschmid, G.~}, title = {Converting Entity-Attribute-Value Data Sources to OMOP’s CDM: Lessons Learned.}, booktitle = {Digital Health and Informatics Innovations for Sustainable Health Care Systems. Proceedings of MIE 2024}, publisher = {IOS Press}, year = {2024}, editor = {Mantas,J.;Hasman,A.;Demiris,G.;Saranto,K.;Marschollek,M.;Arvanitis,T.N.;Ognjanović,I.;Benis,A.;Gallos,P.;Zoulias,E.;Andrikopoulou,E.}, number = {316}, series = {Studies in Health Technology and Informatics}, pages = {356--357}, address = {Amsterdam}, month = {aug}, url = {https://www.doi.org/10.3233/SHTI240419}, keywords = {Humans;OMOP;Outcome Assessment;Health Care;*Electronic Health Records;Health Information Interoperability;CDM;Common Data Model;EAV;Entity Attribute Value;Information Sources;RDA} } - Hammer A., Sinkovec H., Todorovic M., Katsch F., Gall W., Duftschmid G., Heinze G., Niessner A., Sulzgruber P.
Adherence to Secondary Prevention Measures after Acute Myocardial Infarction and Its Impact on Patient Outcome-A Nationwide Perspective.
Journal of Clinical Medicine 13(16):4964, (2024) [bib]
@ARTICLE{hammer2024atsp4964, author = {Hammer, A.~ and Sinkovec, H.~ and Todorovic, M.~ and Katsch, F.~ and Gall, W.~ and Duftschmid, G.~ and Heinze, G.~ and Niessner, A.~ and Sulzgruber, P.~}, title = {Adherence to Secondary Prevention Measures after Acute Myocardial Infarction and Its Impact on Patient Outcome-A Nationwide Perspective.}, journal = {Journal of Clinical Medicine}, year = {2024}, volume = {13}, number = {16}, pages = {4964}, issn = {2077-0383}, doi = {10.3390/jcm13164964}, keywords = {adherence;acute coronary syndrome;acute myocardial infraction;cardiac rehabilitation;dual antiplatelet therapy;high-intensity statins} } - Hussein R., Balaur I., Burmann A., Ćwiek-Kupczyńska H., Gadiya Y., Ghosh S., Jayathissa P., Katsch F., Kremer A., Lähteenmäki J., Meng Z., Morasek K., C Rancourt R., Satagopam V., Sauermann S., Scheider S., Stamm T., Muehlendyck C., Gribbon P.
Getting Ready for the European Health Data Space (EHDS): IDERHA’s Plan to Align with the Latest EHDS Requirements for the Secondary Use of Health Data.
Open Research Europe 4:160, (2024) [bib]
@ARTICLE{hussein2024greh160, author = {Hussein, R.~ and Balaur, I.~ and Burmann, A.~ and Ćwiek-Kupczyńska, H.~ and Gadiya, Y.~ and Ghosh, S.~ and Jayathissa, P.~ and Katsch, F.~ and Kremer, A.~ and L{\"a}hteenm{\"a}ki, J.~ and Meng, Z.~ and Morasek, K.~ and C Rancourt, R.~ and Satagopam, V.~ and Sauermann, S.~ and Scheider, S.~ and Stamm, T.~ and Muehlendyck, C.~ and Gribbon, P.~}, title = {Getting Ready for the European Health Data Space (EHDS): IDERHA’s Plan to Align with the Latest EHDS Requirements for the Secondary Use of Health Data.}, journal = {Open Research Europe}, year = {2024}, volume = {4}, pages = {160}, issn = {2732-5121}, doi = {10.12688/openreseurope.18179.1}, keywords = {Artificial Intelligence; European health data space; cancer;digital health; healthcare standards; interoperability; secondary use of data.} }
2023
- Katsch F., Hussein R., Korntheuer R., Duftschmid G.
Converting HL7 CDA Based Nationwide Austrian Medication Data to OMOP CDM.
In Hägglund M., Blusi M., Bonacina S., Nilsson L. Madsen I.C., Pelayo S., Moen A., Benis A., Lindsköld L., Gallos P. (Eds.) Caring is Sharing –Exploiting the Value in Data for Health and Innovation. Proceedings of MIE 2023, Gothenburg, Sweden, 22–25 May 2023, Studies in Health Technology and Informatics 302, IOS Press, Amsterdam, 899–900, (2023) [bib]
@INPROCEEDINGS{katsch2023chcb899900, author = {Katsch, F.~ and Hussein, R.~ and Korntheuer, R.~ and Duftschmid, G.~}, title = {Converting HL7 CDA Based Nationwide Austrian Medication Data to OMOP CDM.}, booktitle = {Caring is Sharing –Exploiting the Value in Data for Health and Innovation. Proceedings of MIE 2023, Gothenburg, Sweden, 22–25 May 2023}, year = {2023}, editor = {H{\"a}gglund,M.;Blusi,M.;Bonacina,S.;Nilsson,L. Madsen,I.C.;Pelayo,S.;Moen,A.;Benis,A.;Lindsk{\"o}ld,L.;Gallos,P.}, number = {302}, series = {Studies in Health Technology and Informatics}, pages = {899--900}, address = {Amsterdam}, publisher = {IOS Press}, doi = {10.3233/SHTI230300} } - Korntheuer R.L., Katsch F., Duftschmid G.
Transforming Documents of the Austrian Nationwide EHR System into the OMOP CDM.
In Pfeifer B., Schreier G., Baumgartner M., Hayn D. (Eds.) dHealth 2023 – Proceedings of the 17th Health Informatics Meets Digital Health Conference, Studies in Health Technology and Informatics 301, IOS Press, Amsterdam, 54–59, (2023) [bib]
@INCOLLECTION{korntheuer2023tdan5459, author = {Korntheuer, R.L.~ and Katsch, F.~ and Duftschmid, G.~}, title = {Transforming Documents of the Austrian Nationwide EHR System into the OMOP CDM.}, booktitle = {dHealth 2023 – Proceedings of the 17th Health Informatics Meets Digital Health Conference}, publisher = {IOS Press}, year = {2023}, editor = {Pfeifer,B.;Schreier,G.;Baumgartner,M.;Hayn,D.}, number = {301}, series = {Studies in Health Technology and Informatics}, pages = {54--59}, address = {Amsterdam}, month = {may}, doi = {10.3233/SHTI230011}, url = {https://doi.org/10.3233/SHTI230011}, keywords = {Databases;Factual;Austria/epidemiology;Models;Theoretical;*Electronic Health Records;electronic health records;*Records;ELGA;HL7 CDA;ETL process;OMOP CDM} } - Gall W., Katsch F.
Representing Health Data in the Standardized OMOP Common Data Model to Support International Research Collaboration.
In Proceedings of Global Congress on Digital Health, Future Nursing & Patient Care, Bangkok, Thailand, 17–18 March 2023, (2023) [bib]
@INPROCEEDINGS{gall2023rhds, author = {Gall, W.~ and Katsch, F.~}, title = {Representing Health Data in the Standardized OMOP Common Data Model to Support International Research Collaboration.}, booktitle = {Proceedings of Global Congress on Digital Health, Future Nursing \& Patient Care, Bangkok, Thailand, 17–18 March 2023}, year = {2023} }
2022
- Katsch F., Rinner C., Tschandl P.
Comparison of Convolutional Neural Network Architectures for Robustness against Common Artefacts in Dermatoscopic Images.
Dermatology Practical and Conceptual 12(3):e2022126, (2022) [bib]
@ARTICLE{katsch2022ccnne2022126, author = {Katsch, F.~ and Rinner, C.~ and Tschandl, P.~}, title = {Comparison of Convolutional Neural Network Architectures for Robustness against Common Artefacts in Dermatoscopic Images.}, journal = {Dermatology Practical and Conceptual}, year = {2022}, volume = {12}, number = {3}, pages = {e2022126}, doi = {10.5826/dpc.1203a126}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85136039767\&doi=10.5826%2fdpc.1203a126\&partnerID=40\&md5=01748f5a08dfaa3afd04445978ab9db4} } - Katsch F., Hussein R., Sabutsch S., Prenner H., Prasser F., Stamm T., Duftschmid G.
Extending the Austrian National EHR System with Patient-Reported Outcome Data.
In Séroussi B., Weber P., Dhombres F., Grouin C., Liebe J.-D., Pelayo S., Pinna A., Rance B., Sacchi L., Ugon A., Benis A., Gallos P. (Eds.) Challanges of Trustable AI and Added-Value on Health. Proceedings of MIE 2022, Studies in Health Technology and Informatics 294, IOS Press, Amsterdam, 561–562, (2022) [bib]
@INCOLLECTION{katsch2022eane561562, author = {Katsch, F.~ and Hussein, R.~ and Sabutsch, S.~ and Prenner, H.~ and Prasser, F.~ and Stamm, T.~ and Duftschmid, G.~}, title = {Extending the Austrian National EHR System with Patient-Reported Outcome Data.}, booktitle = {Challanges of Trustable AI and Added-Value on Health. Proceedings of MIE 2022}, publisher = {IOS Press}, year = {2022}, editor = {Séroussi,B.;Weber,P.;Dhombres,F.;Grouin,C.;Liebe,J.-D.;Pelayo,S.;Pinna,A.;Rance,B.;Sacchi,L.;Ugon,A.;Benis,A.;Gallos,P.}, number = {294}, series = {Studies in Health Technology and Informatics}, pages = {561--562}, address = {Amsterdam}, month = {may}, doi = {10.3233/SHTI220523}, keywords = {Humans;*Software;Austria;*Electronic Health Records;Patient Reported Outcome Measures;H2O;national EHR system;patient-reported outcomes} }
2020
- Sulzgruber P., Sinkovec H., Kazem N., Hofer F., Hammer A., Koller L., Todorovic M., Katsch F., Gall W., Duftschmid G., Heinze G., Niessner A.
Adherence to Cardiac Rehabilitation after Acute Coronary Syndrome and Its Impact on Patient Outcome.
European Heart Journal 41(Suppl 2: Abstracts ESC Congress 2020 – The Digital Experience, 29 August–1 September 2020), 3104, (2020) [bib]
@ARTICLE{sulzgruber2020atcr31043104, author = {Sulzgruber, P.~ and Sinkovec, H.~ and Kazem, N.~ and Hofer, F.~ and Hammer, A.~ and Koller, L.~ and Todorovic, M.~ and Katsch, F.~ and Gall, W.~ and Duftschmid, G.~ and Heinze, G.~ and Niessner, A.~}, title = {Adherence to Cardiac Rehabilitation after Acute Coronary Syndrome and Its Impact on Patient Outcome.}, journal = {European Heart Journal}, year = {2020}, volume = {41}, number = {Suppl 2: Abstracts ESC Congress 2020 – The Digital Experience, 29 August–1 September 2020}, pages = {3104}, issn = {0195-668X}, doi = {10.1093/ehjci/ehaa946.3104}, url = {https://doi.org/10.1093/ehjci/ehaa946.3104} } - Sulzgruber P., Sinkovec H., Kazem N., Hofer F., Hammer A., Koller L., Todorovic M., Katsch F., Gall W., Duftschmid G., Heinze G., Niessner A.
Adherence to High-Intensity Statin Therapy after Acute Coronary Syndrome and Its Impact on Patient Outcome.
European Heart Journal 41(Suppl 2: Abstracts ESC Congress 2020 – The Digital Experience, 29 August–1 September 2020), 3345, (2020) [bib]
@ARTICLE{sulzgruber2020aths33453345, author = {Sulzgruber, P.~ and Sinkovec, H.~ and Kazem, N.~ and Hofer, F.~ and Hammer, A.~ and Koller, L.~ and Todorovic, M.~ and Katsch, F.~ and Gall, W.~ and Duftschmid, G.~ and Heinze, G.~ and Niessner, A.~}, title = {Adherence to High-Intensity Statin Therapy after Acute Coronary Syndrome and Its Impact on Patient Outcome.}, journal = {European Heart Journal}, year = {2020}, volume = {41}, number = {Suppl 2: Abstracts ESC Congress 2020 – The Digital Experience, 29 August–1 September 2020}, pages = {3345}, issn = {0195-668X}, doi = {10.1093/ehjci/ehaa946.3345}, url = {https://doi.org/10.1093/ehjci/ehaa946.3345} } - Sulzgruber P., Sinkovec H., Kazem N., Hofer F., Hammer A., Koller L., Todorovic M., Katsch F., Gall W., Duftschmid G., Heinze G., Niessner A.
Adherence to Dual Anti-Platelet Therapy after Acute Coronary Syndrome and Its Impact on Patient Outcome.
European Heart Journal 41(Suppl 2: Abstracts ESC Congress 2020 – The Digital Experience, 29 August–1 September 2020), 3383, (2020) [bib]
@ARTICLE{sulzgruber2020atda33833383, author = {Sulzgruber, P.~ and Sinkovec, H.~ and Kazem, N.~ and Hofer, F.~ and Hammer, A.~ and Koller, L.~ and Todorovic, M.~ and Katsch, F.~ and Gall, W.~ and Duftschmid, G.~ and Heinze, G.~ and Niessner, A.~}, title = {Adherence to Dual Anti-Platelet Therapy after Acute Coronary Syndrome and Its Impact on Patient Outcome.}, journal = {European Heart Journal}, year = {2020}, volume = {41}, number = {Suppl 2: Abstracts ESC Congress 2020 – The Digital Experience, 29 August–1 September 2020}, pages = {3383}, issn = {0195-668X}, doi = {10.1093/ehjci/ehaa946.3383}, url = {https://doi.org/10.1093/ehjci/ehaa946.3383} } - Sulzgruber P., Sinkovec H., Kazem N., Hofer F., Hammer A., Koller L., Todorovic M., Katsch F., Gall W., Duftschmied G., Heinze G., Niessner A.
Adherence to Dual Anti-Platelet Therapy after Acute Coronary Syndrome and Its Impact on Patient Outcome–A Nationwide Perspective.
Wiener Klinische Wochenschrift 132(Suppl 5: Abstracts Österreichische Kardiologische Gesellschaft Jahrestagung 2020, Salzburg, Österreich, 1.–3. November 2020), S166–S167, (2020) [bib]
@ARTICLE{sulzgruber2020atdas166s167, author = {Sulzgruber, P.~ and Sinkovec, H.~ and Kazem, N.~ and Hofer, F.~ and Hammer, A.~ and Koller, L.~ and Todorovic, M.~ and Katsch, F.~ and Gall, W.~ and Duftschmied, G.~ and Heinze, G.~ and Niessner, A.~}, title = {Adherence to Dual Anti-Platelet Therapy after Acute Coronary Syndrome and Its Impact on Patient Outcome–A Nationwide Perspective.}, 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 = {S166--S167}, issn = {0043-5325}, url = {https://doi.org/10.1007/s00508-020-01749-z} } - Sulzgruber P., Sinkovec H., Kazem N., Hofer F., Hammer A., Koller L., Todorovic M., Katsch F., Gall W., Duftschmied G., Heinze G., Niessner A.
Adherence to High-Intensity Statin Therapy after Acute Coronary Syndrome and Its Impact on Patient Outcome–A Nationwide Perspective.
Wiener Klinische Wochenschrift 132(Suppl 5: Abstracts Österreichische Kardiologische Gesellschaft Jahrestagung 2020, Salzburg, Österreich, 1.–3. November 2020), S168–S169, (2020) [bib]
@ARTICLE{sulzgruber2020athss168s169, author = {Sulzgruber, P.~ and Sinkovec, H.~ and Kazem, N.~ and Hofer, F.~ and Hammer, A.~ and Koller, L.~ and Todorovic, M.~ and Katsch, F.~ and Gall, W.~ and Duftschmied, G.~ and Heinze, G.~ and Niessner, A.~}, title = {Adherence to High-Intensity Statin Therapy after Acute Coronary Syndrome and Its Impact on Patient Outcome–A Nationwide Perspective.}, 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 = {S168--S169}, issn = {0043-5325}, url = {https://doi.org/10.1007/s00508-020-01749-z} } - Sulzgruber P., Sinkovec H., Kazem N., Hofer F., Hammer A., Koller L., Todorovic M., Katsch F., Gall W., Duftschmied G., Heinze G., Niessner A.
Adherence to Cardiac Rehabilitation after Acute Coronary Syndrome and Its Impact on Patient Outcome–A Nationwide Perspective.
Wiener Klinische Wochenschrift 132(Suppl 5: Abstracts Österreichische Kardiologische Gesellschaft Jahrestagung 2020, Salzburg, Österreich, 1.–3. November 2020), S302–S303, (2020) [bib]
@ARTICLE{sulzgruber2020atcrs302s303, author = {Sulzgruber, P.~ and Sinkovec, H.~ and Kazem, N.~ and Hofer, F.~ and Hammer, A.~ and Koller, L.~ and Todorovic, M.~ and Katsch, F.~ and Gall, W.~ and Duftschmied, G.~ and Heinze, G.~ and Niessner, A.~}, title = {Adherence to Cardiac Rehabilitation after Acute Coronary Syndrome and Its Impact on Patient Outcome–A Nationwide Perspective.}, 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 = {S302--S303}, issn = {0043-5325}, url = {https://doi.org/10.1007/s00508-020-01749-z} }