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Publications

Publications by Elma Dervic

2024

  • Dervić E., Matzhold C., Egger-Danner C., Steininger F., Klimek P.
    Improving Lameness Detection in Cows: A Machine Learning Algorithm Application.
    Journal of Dairy Science, (2024) [bib]
    
    @ARTICLE{dervić2024ildc,
      author = {Dervić, E.~ and Matzhold, C.~ and Egger-Danner, C.~ and Steininger, F.~ and Klimek, P.~},
      title = {Improving Lameness Detection in Cows: A Machine Learning Algorithm Application.},
      journal = {Journal of Dairy Science},
      year = {2024},
      issn = {1525-3198 0022-0302},
      doi = {10.3168/jds.2024-24730},
      keywords = {Machine Learning;Precision Livestock Farming;Data Integration;Disease Prediction;Lameness}
    }
  • Conrady B., Dervic E.H., Klimek P., Pedersen L., Reimert M.M., Rasmussen P., Apenteng O.O., Nielsen L.R.
    Social Network Analysis Reveals the Failure of Between-Farm Movement Restrictions to Reduce Salmonella Transmission.
    Journal of Dairy Science 107(9), 6930–6944, (2024) [bib]
    
    @ARTICLE{conrady2024snar69306944,
      author = {Conrady, B.~ and Dervic, E.H.~ and Klimek, P.~ and Pedersen, L.~ and Reimert, M.M.~ and Rasmussen, P.~ and Apenteng, O.O.~ and Nielsen, L.R.~},
      title = {Social Network Analysis Reveals the Failure of Between-Farm Movement Restrictions to Reduce Salmonella Transmission.},
      journal = {Journal of Dairy Science},
      year = {2024},
      volume = {107},
      number = {9},
      pages = {6930--6944},
      doi = {10.3168/jds.2023-24554},
      url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85201164134\&doi=10.3168%2fjds.2023-24554\&partnerID=40\&md5=93ed729e1cb7844f2cd820c6571f4469}
    }
  • Dervić E., Sorger J., Yang L., Leutner M., Kautzky A., Thurner S., Kautzky-Willer A., Klimek P.
    Unraveling Cradle-to-Grave Disease Trajectories from Multilayer Comorbidity Networks.
    NPJ Digital Medicine 7:56, (2024) [bib]
    
    @ARTICLE{dervić2024ucdt56,
      author = {Dervić, E.~ and Sorger, J.~ and Yang, L.~ and Leutner, M.~ and Kautzky, A.~ and Thurner, S.~ and Kautzky-Willer, A.~ and Klimek, P.~},
      title = {Unraveling Cradle-to-Grave Disease Trajectories from Multilayer Comorbidity Networks.},
      journal = {NPJ Digital Medicine},
      year = {2024},
      volume = {7},
      pages = {56},
      issn = {2398-6352},
      doi = {10.1038/s41746-024-01015-w}
    }

2023

  • Deischinger C., Dervic E., Kaleta M., Klimek P., Kautzky-Willer A.
    Diabetes Mellitus Is Associated with a Higher Relative Risk for Malignant Neoplasms of the Liver and Biliary Tract in Males Than in Females.
    Wiener Klinische Wochenschrift 135(Suppl 7: Abstracts 51. Jahrestagung der Österreichischen Diabetes Gesellschaft, Salzburg, 16.–18. November 2023), S758, (2023) [bib]
    
    @ARTICLE{deischinger2023dmias758s758,
      author = {Deischinger, C.~ and Dervic, E.~ and Kaleta, M.~ and Klimek, P.~ and Kautzky-Willer, A.~},
      title = {Diabetes Mellitus Is Associated with a Higher Relative Risk for Malignant Neoplasms of the Liver and Biliary Tract in Males Than in Females.},
      journal = {Wiener Klinische Wochenschrift},
      year = {2023},
      volume = {135},
      number = {Suppl 7: Abstracts 51. Jahrestagung der {\"O}sterreichischen Diabetes Gesellschaft, Salzburg, 16.–18. November 2023},
      pages = {S758},
      issn = {0043-5325},
      url = {https://link.springer.com/journal/508/volumes-and-issues/135-7/supplement}
    }
  • Leutner M., Dervic E., Bellach L., Klimek P., Thurner S., Kautzky A.
    Obesity as Pleiotropic Risk State for Metabolic and Mental Health Throughout Life.
    Translational Psychiatry 13:175, (2023) [bib]
    
    @ARTICLE{leutner2023oapr175,
      author = {Leutner, M.~ and Dervic, E.~ and Bellach, L.~ and Klimek, P.~ and Thurner, S.~ and Kautzky, A.~},
      title = {Obesity as Pleiotropic Risk State for Metabolic and Mental Health Throughout Life.},
      journal = {Translational Psychiatry},
      year = {2023},
      volume = {13},
      pages = {175},
      doi = {10.1038/s41398-023-02447-w},
      url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85160478908\&doi=10.1038%2fs41398-023-02447-w\&partnerID=40\&md5=ffb267dddd9549a24b243d954e8a1067}
    }

2022

  • Deischinger C., Dervic E., Nopp S., Kaleta M., Klimek P., Kautzky-Willer A.
    Diabetes Mellitus Is Associated with a Higher Relative Risk for Venous Thromboembolism in Females Than in Males.
    Diabetes Research and Clinical Practice 194:110190, (2022) [bib]
    
    @ARTICLE{deischinger2022dmia110190,
      author = {Deischinger, C.~ and Dervic, E.~ and Nopp, S.~ and Kaleta, M.~ and Klimek, P.~ and Kautzky-Willer, A.~},
      title = {Diabetes Mellitus Is Associated with a Higher Relative Risk for Venous Thromboembolism in Females Than in Males.},
      journal = {Diabetes Research and Clinical Practice},
      year = {2022},
      volume = {194},
      pages = {110190},
      issn = {1872-8227 0168-8227},
      doi = {10.1016/j.diabres.2022.110190},
      keywords = {Female;Humans;Male;Retrospective Studies;Risk Factors;Cohort Studies;Infant;Diabetes mellitus;*Diabetes Mellitus;Venous thromboembolism;Gender differences;Sex differences;*Venous Thromboembolism/epidemiology/etiology/drug therapy;Deep vein thrombosis;Pulmonary embolism}
    }
  • Kaleta M., Lasser J., Dervic E., Yang L., Sorger J., Lo Sardo D.R., Thurner S., Kautzky-Willer A., Klimek P.
    Stress-Testing the Resilience of the Austrian Healthcare System Using Agent-Based Simulation.
    Nature Communications 13:4259, (2022) [bib]
    
    @ARTICLE{kaleta2022srah4259,
      author = {Kaleta, M.~ and Lasser, J.~ and Dervic, E.~ and Yang, L.~ and Sorger, J.~ and Lo Sardo, D.R.~ and Thurner, S.~ and Kautzky-Willer, A.~ and Klimek, P.~},
      title = {Stress-Testing the Resilience of the Austrian Healthcare System Using Agent-Based Simulation.},
      journal = {Nature Communications},
      year = {2022},
      volume = {13},
      pages = {4259},
      doi = {10.1038/s41467-022-31766-7},
      url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135052649\&doi=10.1038%2fs41467-022-31766-7\&partnerID=40\&md5=5a67196f553d638115ee3328fdc6c124}
    }
  • Dervic E., Deischinger C., Haug N., Leutner M., Kautzky-Willer A., Klimek P.
    Authors’ Reply to: Using Caution When Interpreting Gender-Based Relative Risk. Comment on “The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis”.
    JMIR Cardio 6(1):e36801, (2022) [bib]
    
    @ARTICLE{dervic2022artue36801,
      author = {Dervic, E.~ and Deischinger, C.~ and Haug, N.~ and Leutner, M.~ and Kautzky-Willer, A.~ and Klimek, P.~},
      title = {Authors’ Reply to: Using Caution When Interpreting Gender-Based Relative Risk. Comment on “The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis”.},
      journal = {JMIR Cardio},
      year = {2022},
      volume = {6},
      number = {1},
      pages = {e36801},
      issn = {2561-1011},
      doi = {10.2196/36801},
      keywords = {diabetes;risk factors;acute myocardial infarction;gender;comorbidities;sex differences;cardiovascular diseases;chronic ischemic heart disease;gender gap;smoking;interaction;relative risk}
    }

2021

  • Lasser J., Zuber J., Sorger J., Dervic E., Ledebur K., Lindner S.D., Klager E., Kletecka-Pulker M., Willschke H., Stangl K., Stadtmann S., Haslinger C., Klimek P., Wochele-Thoma T.
    Agent-Based Simulations for Protecting Nursing Homes with Prevention and Vaccination Strategies.
    Journal of the Royal Society Interface 18(185):20210608, (2021) [bib]
    
    @ARTICLE{lasser2021aspn20210608,
      author = {Lasser, J.~ and Zuber, J.~ and Sorger, J.~ and Dervic, E.~ and Ledebur, K.~ and Lindner, S.D.~ and Klager, E.~ and Kletecka-Pulker, M.~ and Willschke, H.~ and Stangl, K.~ and Stadtmann, S.~ and Haslinger, C.~ and Klimek, P.~ and Wochele-Thoma, T.~},
      title = {Agent-Based Simulations for Protecting Nursing Homes with Prevention and Vaccination Strategies.},
      journal = {Journal of the Royal Society Interface},
      year = {2021},
      volume = {18},
      number = {185},
      pages = {20210608},
      issn = {1742-5689},
      doi = {10.1098/rsif.2021.0608}
    }
  • Dervic E., Deischinger C., Haug N., Leutner M., Kautzky-Willer A., Klimek P.
    The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis.
    JMIR Cardio 5(2):e28015, (2021) [bib]
    
    @ARTICLE{dervic2021eccwe28015,
      author = {Dervic, E.~ and Deischinger, C.~ and Haug, N.~ and Leutner, M.~ and Kautzky-Willer, A.~ and Klimek, P.~},
      title = {The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis.},
      journal = {JMIR Cardio},
      year = {2021},
      volume = {5},
      number = {2},
      pages = {e28015},
      issn = {2561-1011},
      doi = {10.2196/28015},
      keywords = {diabetes;risk factors;acute myocardial infarction;gender;comorbidities;sex differences;cardiovascular diseases;chronic ischemic heart disease;gender gap;smoking}
    }
  • Leutner M., Haug N., Bellach L., Dervic E., Kautzky A., Klimek P., Kautzky-Willer A.
    Risk of Typical Diabetes-Associated Complications in Different Clusters of Diabetic Patients: Analysis of Nine Risk Factors.
    Journal of Personalized Medicine 11(5):328, (2021) [bib]
    
    @ARTICLE{leutner2021rtdc328,
      author = {Leutner, M.~ and Haug, N.~ and Bellach, L.~ and Dervic, E.~ and Kautzky, A.~ and Klimek, P.~ and Kautzky-Willer, A.~},
      title = {Risk of Typical Diabetes-Associated Complications in Different Clusters of Diabetic Patients: Analysis of Nine Risk Factors.},
      journal = {Journal of Personalized Medicine},
      year = {2021},
      volume = {11},
      number = {5},
      pages = {328},
      issn = {2075-4426},
      doi = {10.3390/jpm11050328},
      keywords = {risk factors;diabetes mellitus;cluster analyses;micro- and macrovascular disease}
    }
  • Deischinger C., Dervic E., Kaleta M., Klimek P., Kautzky-Willer A.
    Diabetes Mellitus is Associated with a Higher Relative Risk for Parkinson’s Disease in Women than in Men.
    Journal of Parkinson’s Disease 11(2), 793–800, (2021) [bib]
    
    @ARTICLE{deischinger2021dmia793800,
      author = {Deischinger, C.~ and Dervic, E.~ and Kaleta, M.~ and Klimek, P.~ and Kautzky-Willer, A.~},
      title = {Diabetes Mellitus is Associated with a Higher Relative Risk for Parkinson’s Disease in Women than in Men.},
      journal = {Journal of Parkinson’s Disease},
      year = {2021},
      volume = {11},
      number = {2},
      pages = {793--800},
      issn = {1877-718X 1877-7171},
      doi = {10.3233/JPD-202486},
      keywords = {Diabetes mellitus;Parkinson’s disease;sex differences;women’s health}
    }

2020

  • Haug N., Geyrhofer L., Londei A., Dervic E., Desvars-Larrive A., Loreto V., Pinior B., Thurner S., Klimek P.
    Ranking the Effectiveness of Worldwide COVID-19 Government Interventions.
    Nature Human Behaviour 4(12), 1303–1312, (2020) [bib]
    
    @ARTICLE{haug2020rewc13031312,
      author = {Haug, N.~ and Geyrhofer, L.~ and Londei, A.~ and Dervic, E.~ and Desvars-Larrive, A.~ and Loreto, V.~ and Pinior, B.~ and Thurner, S.~ and Klimek, P.~},
      title = {Ranking the Effectiveness of Worldwide COVID-19 Government Interventions.},
      journal = {Nature Human Behaviour},
      year = {2020},
      volume = {4},
      number = {12},
      pages = {1303--1312},
      issn = {2397-3374 2397-3374},
      doi = {10.1038/s41562-020-01009-0}
    }
  • Deischinger C., Dervic E., Leutner M., Kosi-Trebotic L., Klimek P., Kautzky A., Kautzky-Willer A.
    Diabetes Mellitus Is Associated with a Higher Risk for Major Depressive Disorder in Women Than in Men.
    BMJ Open Diabetes Research and Care 8(1):e001430, (2020) [bib]
    
    @ARTICLE{deischinger2020dmiae001430,
      author = {Deischinger, C.~ and Dervic, E.~ and Leutner, M.~ and Kosi-Trebotic, L.~ and Klimek, P.~ and Kautzky, A.~ and Kautzky-Willer, A.~},
      title = {Diabetes Mellitus Is Associated with a Higher Risk for Major Depressive Disorder in Women Than in Men.},
      journal = {BMJ Open Diabetes Research and Care},
      year = {2020},
      volume = {8},
      number = {1},
      pages = {e001430},
      doi = {10.1136/bmjdrc-2020-001430},
      url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091619968\&doi=10.1136%2fbmjdrc-2020-001430\&partnerID=40\&md5=36962f9f9ae5a6fcf5623222255dc827}
    }
  • Desvars-Larrive A., Dervic E., Haug N., Niederkrotenthaler T., Chen J., Di Natale A., Lasser J., Gliga D.S., Roux A., Sorger J., Chakraborty A., Ten A., Dervic A., Pacheco A., Jurczak A., Cserjan D., Lederhilger D., Bulska D., Berishaj D., Tames E.F., Álvarez F.S., Takriti H., Korbel J., Reddish J., Grzymała-Moszczyńska J., Stangl J., Hadziavdic L., Stoeger L., Gooriah L., Geyrhofer L., Ferreira M.R., Bartoszek M., Vierlinger R., Holder S., Haberfellner S., Ahne V., Reisch V., Servedio V.D.P., Chen X., Pocasangre-Orellana X.M., Garncarek Z., Garcia D., Thurner S.
    A Structured Open Dataset of Government Interventions in Response to COVID-19.
    Scientific Data 7:285, (2020) [bib]
    
    @ARTICLE{desvarslarrive2020asod285,
      author = {Desvars-Larrive, A.~ and Dervic, E.~ and Haug, N.~ and Niederkrotenthaler, T.~ and Chen, J.~ and Di Natale, A.~ and Lasser, J.~ and Gliga, D.S.~ and Roux, A.~ and Sorger, J.~ and Chakraborty, A.~ and Ten, A.~ and Dervic, A.~ and Pacheco, A.~ and Jurczak, A.~ and Cserjan, D.~ and Lederhilger, D.~ and Bulska, D.~ and Berishaj, D.~ and Tames, E.F.~ and Álvarez, F.S.~ and Takriti, H.~ and Korbel, J.~ and Reddish, J.~ and Grzymała-Moszczyńska, J.~ and Stangl, J.~ and Hadziavdic, L.~ and Stoeger, L.~ and Gooriah, L.~ and Geyrhofer, L.~ and Ferreira, M.R.~ and Bartoszek, M.~ and Vierlinger, R.~ and Holder, S.~ and Haberfellner, S.~ and Ahne, V.~ and Reisch, V.~ and Servedio, V.D.P.~ and Chen, X.~ and Pocasangre-Orellana, X.M.~ and Garncarek, Z.~ and Garcia, D.~ and Thurner, S.~},
      title = {A Structured Open Dataset of Government Interventions in Response to COVID-19.},
      journal = {Scientific Data},
      year = {2020},
      volume = {7},
      pages = {285},
      doi = {10.1038/s41597-020-00609-9},
      url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089959266\&doi=10.1038%2fs41597-020-00609-9\&partnerID=40\&md5=43f86a781a988955290da19b278a2a04}
    }

2019

  • Deischinger C., Dervic E., Kosi-Trebotic L., Kautzky A., Klimek P., Kautzky-Willer A.
    Gender Gap in the Diagnosis of Depression More Prevalent in Type 2 Diabetes Mellitus Patients Than Non-Diabetics in Austrian Population from 2003 until 2014.
    Wiener Klinische Wochenschrift 131(Suppl 5: Abstracts zur 47. Jahrestagung der Österreichischen Diabetes Gesellschaft, Salzburg, Österreich, 21.–23. November 2019), S469, (2019) [bib]
    
    @ARTICLE{deischinger2019ggdds469s469,
      author = {Deischinger, C.~ and Dervic, E.~ and Kosi-Trebotic, L.~ and Kautzky, A.~ and Klimek, P.~ and Kautzky-Willer, A.~},
      title = {Gender Gap in the Diagnosis of Depression More Prevalent in Type 2 Diabetes Mellitus Patients Than Non-Diabetics in Austrian Population from 2003 until 2014.},
      journal = {Wiener Klinische Wochenschrift},
      year = {2019},
      volume = {131},
      number = {Suppl 5: Abstracts zur 47. Jahrestagung der {\"O}sterreichischen Diabetes Gesellschaft, Salzburg, {\"O}sterreich, 21.–23. November 2019},
      pages = {S469},
      issn = {0043-5325},
      url = {https://link.springer.com/journal/508/131/5/suppl}
    }