Publications

@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}
}

@ARTICLE{matzhold2024akca1421299,
  author = {Matzhold, C.~ and Schodl, K.~ and Klimek, P.~ and Steininger, F.~ and Egger-Danner, C.~},
  title = {A Key-Feature-Based Clustering Approach to Assess the Impact of Technology Integration on Cow Health in Austrian Dairy Farms.},
  journal = {Frontiers in Animal Science},
  year = {2024},
  volume = {5},
  pages = {1421299},
  issn = {2673-6225},
  doi = {10.3389/fanim.2024.1421299}
}

@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}
}

@ARTICLE{lindner2024sgvi890,
  author = {Lindner, S.D.~ and Gisinger, T.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Socioeconomic Gender Variables Impact the Association between Hypertension and Chronic Health Issues: Cross-Sectional Study.},
  journal = {Journal of Personalized Medicine},
  year = {2024},
  volume = {14},
  number = {8},
  pages = {890},
  issn = {2075-4426},
  doi = {10.3390/jpm14080890},
  keywords = {hypertension;comorbidities;gender medicine;cardiovascular risk}
}

@ARTICLE{klimek2024lef606607,
  author = {Klimek, P.~ and Thurner, S.~},
  title = {The Lasting Effects of Famine.},
  journal = {Science},
  year = {2024},
  volume = {385},
  number = {6709},
  pages = {606--607},
  issn = {1095-9203 0036-8075},
  doi = {10.1126/science.adr1425},
  keywords = {Female;Humans;*Famine/history;Diabetes Mellitus;Type 2/epidemiology/etiology;Food Supply;Starvation;Ukraine/epidemiology}
}

@ARTICLE{hoferzeni2024sdda280,
  author = {Hofer-Zeni, S.~ and Leutner, M.~ and Klimek, P.~ and Bellach, L.~ and Pavo, N.~ and Prausm{\"u}ller, S.~ and H{\"u}lsmann, M.~ and Kautzky-Willer, A.~},
  title = {Sex Differences in the Diagnostic Algorithm of Screening for Heart Failure by Symptoms and NT-proBNP in Patients with Type 2 Diabetes.},
  journal = {Cardiovascular Diabetology},
  year = {2024},
  volume = {23},
  pages = {280},
  issn = {1475-2840},
  doi = {10.1186/s12933-024-02360-6},
  keywords = {Female;Humans;Male;Risk Factors;Sex Factors;*Algorithms;Time Factors;Aged;Middle Aged;Prognosis;Risk Assessment;Hospitalization;Mortality;Decision Support Techniques;Sex;Heart failure;Gender;*Predictive Value of Tests;NT-proBNP;*Biomarkers/blood;*Diabetes Mellitus;Type 2/diagnosis/blood/mortality/complications;*Heart Failure/diagnosis/blood/mortality;*Natriuretic Peptide;Brain/blood;*Peptide Fragments/blood;Health Status Disparities;NYHA;Type 2 diabetes}
}

@ARTICLE{klimek2024emst134,
  author = {Klimek, P.~ and Ledebur, K.~ and Thurner, S.~},
  title = {Epidemic Modelling Suggests That in Specific Circumstances Masks May Become More Effective When Fewer Contacts Wear Them.},
  journal = {Communications Medicine},
  year = {2024},
  volume = {4},
  pages = {134},
  issn = {2730-664X},
  doi = {10.1038/s43856-024-00561-4}
}

@ARTICLE{frank2024gsse2300542,
  author = {Frank, O.~ and Balboa, D.A.~ and Novatchkova, M.~ and {\"O}zkan, E.~ and Strobl, M.M.~ and Yelagandula, R.~ and Albanese, T.G.~ and Endler, L.~ and Amman, F.~ and Felsenstein, V.~ and Gavrilovic, M.~ and Acosta, M.~ and Patocka, T.~ and Vogt, A.~ and Tamir, I.~ and Klikovits, J.~ and Zoufaly, A.~ and Seitz, T.~ and F{\"o}dinger, M.~ and Bergthaler, A.~ and Indra, A.~ and Schmid, D.~ and Klimek, P.~ and Stark, A.~ and Allerberger, F.~ and Benka, B.~ and Reich, K.~ and Cochella, L.~ and Elling, U.~},
  title = {Genomic Surveillance of SARS-CoV-2 Evolution by a Centralised Pipeline and Weekly Focused Sequencing, Austria, January 2021 to March 2023.},
  journal = {Euro Surveillance},
  year = {2024},
  volume = {29},
  number = {23},
  pages = {2300542},
  issn = {1560-7917 1025-496X},
  doi = {10.2807/1560-7917.ES.2024.29.23.2300542},
  keywords = {Humans;Austria/epidemiology;Mutation;NGS;Pandemics;SARS-CoV-2;Covid-19;*COVID-19/epidemiology/virology/diagnosis;*Genome;Viral;*SARS-CoV-2/genetics;Evolution;Molecular;Genomics/methods;pandemic preparedness;disease X;genomic surveillance;nowcasting;SARSeq;Austria;Whole Genome Sequencing/methods}
}

@ARTICLE{mikl2024anea9751,
  author = {Mikl, V.~ and Baltic, D.~ and Czypionka, T.~ and Degelsegger-Márquez, A.~ and Forgó, N.~ and Gouya-Lechner, G.~ and Herzog, A.~ and Klimek, P.~ and Lumenta, D.B.~ and Mraz, B.~ and Ostermann, H.~ and Scharinger, R.~ and Stamm, T.~ and Strassnig, M.~ and Zeitlinger, M.~ and Pleiner-Duxneuner, J.~},
  title = {A National Evaluation Analysis and Expert Interview Study of Real-World Data Sources for Research and Healthcare Decision-Making.},
  journal = {Scientific Reports},
  year = {2024},
  volume = {14},
  pages = {9751},
  doi = {10.1038/s41598-024-59475-9},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191747698\&doi=10.1038%2fs41598-024-59475-9\&partnerID=40\&md5=f1f2548b334268f88976c4d3bc23c4d2}
}

@ARTICLE{klimek2024feic7555,
  author = {Klimek, P.~ and Ledebur, K.~ and Gyimesi, M.~ and Ostermann, H.~ and Thurner, S.~},
  title = {Forecasting the Early Impact of COVID-19 on Physician Supply in EU Countries.},
  journal = {International Journal of Health Policy and Management},
  year = {2024},
  volume = {13},
  pages = {7555},
  doi = {10.34172/ijhpm.2024.7555}
}

@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}
}

@ARTICLE{klimek2023fat2e0293239,
  author = {Klimek, P.~ and Aykaç, A.~ and Thurner, S.~},
  title = {Forensic Analysis of the Turkey 2023 Presidential Election Reveals Extreme Vote Swings in Remote Areas.},
  journal = {PLoS One},
  year = {2023},
  volume = {18},
  number = {11},
  pages = {e0293239},
  issn = {1932-6203},
  doi = {10.1371/journal.pone.0293239},
  keywords = {*Models;Statistical;*Politics;Forensic Medicine;Fraud;Turkey}
}

@ARTICLE{bellach2023iabcs754s755,
  author = {Bellach, L.~ and Gard, L.~ and Lindner, S.~ and Baumgartner-Parzer, S.~ and Klimek, P.~ and Kautzky-Willer, A.~ and Leutner, M.~},
  title = {The Interplay of Adipokines, Body Composition and Glucose Homeostasis in Pregnant Women with a History of RYGB Operation.},
  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 = {S754--S755},
  issn = {0043-5325},
  url = {https://link.springer.com/journal/508/volumes-and-issues/135-7/supplement}
}

@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}
}

@ARTICLE{azizi2023acsd11540,
  author = {Azizi, Z.~ and Lindner, S.~ and Shiba, Y.~ and Raparelli, V.~ and Norris, C.M.~ and Kublickiene, K.~ and Herrero, M.T.~ and Kautzky-Willer, A.~ and Klimek, P.~ and Gisinger, T.~ and Pilote, L.~ and El Emam, K.~},
  title = {A Comparison of Synthetic Data Generation and Federated Analysis for Enabling International Evaluations of Cardiovascular Health.},
  journal = {Scientific Reports},
  year = {2023},
  volume = {13},
  pages = {11540},
  issn = {2045-2322},
  doi = {10.1038/s41598-023-38457-3}
}

@ARTICLE{kaleta2023diare17570,
  author = {Kaleta, M.~ and Leutner, M.~ and Thurner, S.~ and Kautzky, A.~ and Endel, G.~ and Kiss, N.~ and Robausch, M.~ and Kautzky-Willer, A.~ and Klimek, P.~},
  title = {Diabetes Incidence in Austria: The Role of Famines on Diabetes and Related NCDs.},
  journal = {Heliyon},
  year = {2023},
  volume = {9},
  number = {7},
  pages = {e17570},
  issn = {2405-8440},
  doi = {10.1016/j.heliyon.2023.e17570},
  keywords = {Incidence;Sex;Diabetes;Famine;Intrauterine programming;Perinatal exposure;Register-based study;Thrifty phenotype hypothesis}
}

@ARTICLE{laber2023sprc508517,
  author = {Laber, M.~ and Klimek, P.~ and Bruckner, M.~ and Yang, L.~ and Thurner, S.~},
  title = {Shock Propagation from the Russia-Ukraine Conflict on International Multilayer Food Production Network Determines Global Food Availability.},
  journal = {Nature Food},
  year = {2023},
  volume = {4},
  number = {6},
  pages = {508--517},
  doi = {10.1038/s43016-023-00771-4}
}

@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}
}

@ARTICLE{kaleta2023tdia8715,
  author = {Kaleta, M.~ and Leutner, M.~ and Thurner, S.~ and Endel, G.~ and Kiss, N.~ and Robausch, M.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Trends in Diabetes Incidence in Austria 2013–2017.},
  journal = {Scientific Reports},
  year = {2023},
  volume = {13},
  pages = {8715},
  issn = {2045-2322},
  doi = {10.1038/s41598-023-35806-0}
}

@ARTICLE{bellach2023iabc2498,
  author = {Bellach, L.~ and Gard, L.-I.~ and Lindner, S.D.~ and Baumgartner-Parzer, S.~ and Klimek, P.~ and Kautzky-Willer, A.~ and Leutner, M.~},
  title = {The Interplay of Adipokines, Body Composition and Glucose Homeostasis in Pregnant Women with a History of RYGB Operation.},
  journal = {Nutrients},
  year = {2023},
  volume = {15},
  number = {11},
  pages = {2498},
  issn = {2072-6643},
  doi = {10.3390/nu15112498},
  keywords = {pregnancy;bariatric surgery;adipokines;bioelectrical impedance;glucose control}
}

@ARTICLE{losardo2023speae15377,
  author = {Lo Sardo, D.R.~ and Thurner, S.~ and Sorger, J.~ and Heiler, G.~ and Gyimesi, M.~ and Kautzky, A.~ and Leutner, M.~ and Kautzky-Willer, A.~ and Klimek, P.~},
  title = {Systematic Population-Wide Ecological Analysis of Regional Variability in Disease Prevalence.},
  journal = {Heliyon},
  year = {2023},
  volume = {9},
  number = {4},
  pages = {e15377},
  doi = {10.1016/j.heliyon.2023.e15377},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152146666\&doi=10.1016%2fj.heliyon.2023.e15377\&partnerID=40\&md5=25dbcd5bb6ab2f9e542101da74657f3c}
}

@ARTICLE{chen2023acmd1054261,
  author = {Chen, J.~ and Mittendorfer-Rutz, E.~ and Berg, L.~ and Norredam, M.~ and Sijbrandij, M.~ and Klimek, P.~},
  title = {Association of Common Mental Disorders and Related Multimorbidity with Subsequent Labor Market Marginalization among Refugee and Swedish-Born Young Adults.},
  journal = {Frontiers in Public Health},
  year = {2023},
  volume = {11},
  pages = {1054261},
  doi = {10.3389/fpubh.2023.1054261}
}

@ARTICLE{lampoltshammer2023ctep2853,
  author = {Lampoltshammer, T.J.~ and Maurer, H.~ and Pulda, N.~ and Klimek, P.~ and Hurt, J.~ and Rosenbichler, U.~},
  title = {Challenges toward Evidence-Based Policymaking Using Agent-Based Modeling for Federal Sports Grants: A Self-Reflection from a Transdisciplinary Project.},
  journal = {Sustainability},
  year = {2023},
  volume = {15},
  number = {4},
  pages = {2853},
  issn = {2071-1050},
  doi = {10.3390/su15042853},
  keywords = {agent-based modeling;evidence-based policymaking;governance;sports funding;transdisciplinarity;youth sports}
}

@ARTICLE{leutner2023sthd114089,
  author = {Leutner, M.~ and Butylina, M.~ and Matzhold, C.~ and Klimek, P.~ and Cuhaj, C.~ and Bellach, L.~ and Baumgartner-Parzer, S.~ and Reiter, B.~ and Preindl, K.~ and Kautzky, A.~ and Stimpfl, T.~ and Thurner, S.~ and Pietschmann, P.~ and F{\"u}rnsinn, C.~ and Kautzky-Willer, A.~},
  title = {Simvastatin Therapy in Higher Dosages Deteriorates Bone Quality: Consistent Evidence from Population-Wide Patient Data and Interventional Mouse Studies.},
  journal = {Biomedicine \& Pharmacotherapy},
  year = {2023},
  volume = {158},
  pages = {114089},
  doi = {10.1016/j.biopha.2022.114089}
}

@ARTICLE{ay2023afcp100026,
  author = {Ay, C.~ and Grilz, E.~ and Nopp, S.~ and Moik, F.~ and K{\"o}nigsbr{\"u}gge, O.~ and Klimek, P.~ and Thurner, S.~ and Posch, F.~ and Pabinger, I.~},
  title = {Atrial Fibrillation and Cancer: Prevalence and Relative Risk from a Nationwide Study.},
  journal = {Research and Practice in Thrombosis and Haemostasis},
  year = {2023},
  volume = {7},
  number = {1},
  pages = {100026},
  doi = {10.1016/j.rpth.2022.100026},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85150042817\&doi=10.1016%2fj.rpth.2022.100026\&partnerID=40\&md5=5d3a103bf3c052055951dfbe30f7572e}
}

@ARTICLE{bicher2022scpw157,
  author = {Bicher, M.~ and Zuba, M.~ and Rainer, L.~ and Bachner, F.~ and Rippinger, C.~ and Ostermann, H.~ and Popper, N.~ and Thurner, S.~ and Klimek, P.~},
  title = {Supporting COVID-19 Policy-Making with a Predictive Epidemiological Multi-Model Warning System.},
  journal = {Communications Medicine},
  year = {2022},
  volume = {2},
  pages = {157},
  issn = {2730-664X},
  doi = {10.1038/s43856-022-00219-z}
}

@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}
}

@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}
}

@ARTICLE{amman2022vvws18141822,
  author = {Amman, F.~ and Markt, R.~ and Endler, L.~ and Hupfauf, S.~ and Agerer, B.~ and Schedl, A.~ and Richter, L.~ and Zechmeister, M.~ and Bicher, M.~ and Heiler, G.~ and Triska, P.~ and Thornton, M.~ and Penz, T.~ and Senekowitsch, M.~ and Laine, J.~ and Keszei, Z.~ and Klimek, P.~ and Nagele, F.~ and Mayr, M.~ and Daleiden, B.~ and Steinlechner, M.~ and Niederstatter, H.~ and Heidinger, P.~ and Rauch, W.~ and Scheffknecht, C.~ and Vogl, G.~ and Weichlinger, G.~ and Wagner, A.O.~ and Slipko, K.~ and Masseron, A.~ and Radu, E.~ and Allerberger, F.~ and Popper, N.~ and Bock, C.~ and Schmid, D.~ and Oberacher, H.~ and Kreuzinger, N.~ and Insam, H.~ and Bergthaler, A.~},
  title = {Viral Variant-Resolved Wastewater Surveillance of SARS-CoV-2 at National Scale.},
  journal = {Nature Biotechnology},
  year = {2022},
  volume = {40},
  number = {12},
  pages = {1814--1822},
  doi = {10.1038/s41587-022-01387-y}
}

@ARTICLE{tomic2022lrle795803,
  author = {Tomic, D.~ and Morton, J.I.~ and Chen, L.~ and Salim, A.~ and Gregg, E.W.~ and Pavkov, M.E.~ and Arffman, M.~ and Balicer, R.~ and Baviera, M.~ and Boersma-van Dam, E.~ and Brinks, R.~ and Carstensen, B.~ and Chan, J.C.N.~ and Cheng, Y.J.~ and Fosse-Edorh, S.~ and Fuentes, S.~ and Gardiner, H.~ and Gulseth, H.L.~ and Gurevicius, R.~ and Ha, K.H.~ and Hoyer, A.~ and Jermendy, G.~ and Kautzky-Willer, A.~ and Keskim{\"a}ki, I.~ and Kim, D.J.~ and Kiss, Z.~ and Klimek, P.~ and Leventer-Roberts, M.~ and Lin, C.-Y.~ and Lopez-Doriga Ruiz, P.~ and Luk, A.O.Y.~ and Ma, S.~ and Mata-Cases, M.~ and Mauricio, D.~ and McGurnaghan, S.~ and Imamura, T.~ and Paul, S.K.~ and Peeters, A.~ and Pildava, S.~ and Porath, A.~ and Robitaille, C.~ and Roncaglioni, M.C.~ and Sugiyama, T.~ and Wang, K.-L.~ and Wild, S.H.~ and Yekutiel, N.~ and Shaw, J.E.~ and Magliano, D.J.~},
  title = {Lifetime Risk, Life Expectancy, and Years of Life Lost to Type 2 Diabetes in 23 High-Income Jurisdictions: A Multinational, Population-Based Study.},
  journal = {Lancet. Diabetes \& Endocrinology},
  year = {2022},
  volume = {10},
  number = {11},
  pages = {795--803},
  issn = {2213-8595 2213-8587},
  doi = {10.1016/S2213-8587(22)00252-2},
  keywords = {Adult;Female;Humans;Male;Young Adult;Incidence;Australia;Income;*Diabetes Mellitus;Type 2/epidemiology;Life Expectancy}
}

@ARTICLE{chen2022amcl175175,
  author = {Chen, J.~ and Mittendorfer-Rutz, E.~ and Taipale, H.~ and Rahman, S.~ and Niederkrotenthaler, T.~ and Klimek, P.~},
  title = {Association of Medication Clusters and Labor Market Marginalization in Refugee Youths and Swedish-Born with Common Mental Disorder in Sweden.},
  journal = {Pharmacoepidemiology and Drug Safety},
  year = {2022},
  volume = {31},
  number = {Suppl 2: Abstracts 38th International Conference on Pharmacoepidemiology: Advancing Pharmacoepidemiology and Real-World Evidence for the Global Community, Copenhagen, Denmark, 26–28 August 2022},
  pages = {175},
  issn = {1053-8569},
  url = {https://onlinelibrary.wiley.com/doi/10.1002/pds.5518}
}

@ARTICLE{reisch2022msnm13347,
  author = {Reisch, T.~ and Heiler, G.~ and Diem, C.~ and Klimek, P.~ and Thurner, S.~},
  title = {Monitoring Supply Networks from Mobile Phone Data for Estimating the Systemic Risk of an Economy.},
  journal = {Scientific Reports},
  year = {2022},
  volume = {12},
  pages = {13347},
  issn = {2045-2322},
  doi = {10.1038/s41598-022-13104-5}
}

@ARTICLE{klimek2022qcrde34204,
  author = {Klimek, P.~ and Baltic, D.~ and Brunner, M.~ and Degelsegger-Marquez, A.~ and Garh{\"o}fer, G.~ and Gouya-Lechner, G.~ and Herzog, A.~ and Jilma, B.~ and K{\"a}hler, S.~ and Mikl, V.~ and Mraz, B.~ and Ostermann, H.~ and R{\"o}hl, C.~ and Scharinger, R.~ and Stamm, T.~ and Strassnig, M.~ and Wirthumer-Hoche, C.~ and Pleiner-Duxneuner, J.~},
  title = {Quality Criteria for Real-World Data in Pharmaceutical Research and Health Care Decision-Making: Austrian Expert Consensus.},
  journal = {JMIR Medical Informatics},
  year = {2022},
  volume = {10},
  number = {6},
  pages = {e34204},
  issn = {2291-9694},
  doi = {10.2196/34204},
  keywords = {real-world data;data quality;data quality criteria;Gesellschaft f{\"u}r Pharmazeutische Medizin;GPMed;health care decision-making;pharmaceutical research;quality criteria for RWD in health care;real-world evidence;RWD quality recommendations}
}

@ARTICLE{ledebur2022mfnie1009973,
  author = {Ledebur, K.~ and Kaleta, M.~ and Chen, J.~ and Lindner, S.D.~ and Matzhold, C.~ and Weidle, F.~ and Wittmann, C.~ and Habimana, K.~ and Kerschbaumer, L.~ and Stumpfl, S.~ and Heiler, G.~ and Bicher, M.~ and Popper, N.~ and Bachner, F.~ and Klimek, P.~},
  title = {Meteorological Factors and Non-Pharmaceutical Interventions Explain Local Differences in the Spread of SARS-CoV-2 in Austria.},
  journal = {PLoS Computational Biology},
  year = {2022},
  volume = {18},
  number = {4},
  pages = {e1009973},
  issn = {1553-7358 1553-734X},
  doi = {10.1371/journal.pcbi.1009973}
}

@ARTICLE{kautzkywiller2022sdcc517,
  author = {Kautzky-Willer, A.~ and Kaleta, M.~ and Lindner, S.D.~ and Leutner, M.~ and Thurner, S.~ and Klimek, P.~},
  title = {Sex Differences in Clinical Characteristics and Outcomes of Patients with SARS-CoV-2-Infection Admitted to Intensive Care Units in Austria.},
  journal = {Journal of Personalized Medicine},
  year = {2022},
  volume = {12},
  number = {4},
  pages = {517},
  doi = {10.3390/jpm12040517}
}

@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}
}

@ARTICLE{demontgomery2022lmmye0263450,
  author = {de Montgomery, C.J.~ and Norredam, M.~ and Krasnik, A.~ and Petersen, J.H.~ and Bj{\"o}rkenstam, E.~ and Berg, L.~ and Hjern, A.~ and Sijbrandij, M.~ and Klimek, P.~ and Mittendorfer-Rutz, E.~},
  title = {Labour Market Marginalisation in Young Refugees and Their Majority Peers in Denmark and Sweden: The Role of Common Mental Disorders and Secondary School Completion.},
  journal = {PLoS One},
  year = {2022},
  volume = {17},
  number = {2},
  pages = {e0263450},
  issn = {1932-6203},
  doi = {10.1371/journal.pone.0263450}
}

@ARTICLE{lasser2022aisp554,
  author = {Lasser, J.~ and Sorger, J.~ and Richter, L.~ and Thurner, S.~ and Schmid, D.~ and Klimek, P.~},
  title = {Assessing the Impact of SARS-CoV-2 Prevention Measures in Austrian Schools Using Agent-Based Simulations and Cluster Tracing Data.},
  journal = {Nature Communications},
  year = {2022},
  volume = {13},
  pages = {554},
  issn = {2041-1723},
  doi = {10.1038/s41467-022-28170-6}
}

@ARTICLE{valdez2022emcto90,
  author = {Valdez, A.C.~ and Iftekhar, E.N.~ and Oliu-Barton, M.~ and Bohm, R.~ and Cuschieri, S.~ and Czypionka, T.~ and Dumpis, U.~ and Giordano, G.~ and Hanson, C.~ and Hel, Z.~ and Helova, A.~ and Kickbusch, I.~ and Klimek, P.~ and Kojan, L.~ and Kretzschmar, M.~ and Krueger, T.~ and Krutzinna, J.~ and Lange, B.~ and Lazarus, J.~ and Machado, H.~ and McKee, M.~ and Nagel, K.~ and Perc, M.~ and Petelos, E.~ and Popivanov, N.~ and Pradelski, B.~ and Prainsack, B.~ and Schroeder, K.~ and Tsiodras, S.~ and Wilmes, P.~ and Wolff, G.~},
  title = {Europe Must Come Together to Confront Omicron.},
  journal = {BMJ},
  year = {2022},
  volume = {376},
  pages = {o90},
  issn = {0959-535X},
  doi = {10.1136/bmj.o90}
}

@ARTICLE{leutner2022itli16,
  author = {Leutner, M.~ and Matzhold, C.~ and Bellach, L.~ and Wohlschl{\"a}ger-Krenn, E.~ and Winker, R.~ and Nistler, S.~ and Endler, G.~ and Thurner, S.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Increase in Testosterone Levels Is Related to a Lower Risk of Conversion of Prediabetes to Manifest Diabetes in Prediabetic Males.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2022},
  volume = {134},
  number = {1-2},
  pages = {1--6},
  issn = {1613-7671 0043-5325},
  doi = {10.1007/s00508-021-01903-1},
  keywords = {Insulin resistance;Fatty liver;Prediabetes;Sex-specific differences;Testosterone}
}

@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}
}

@ARTICLE{chen2021abmp1305,
  author = {Chen, J.~ and Mittendorfer-Rutz, E.~ and Berg, L.~ and Norredam, M.~ and Sijbrandij, M.~ and Klimek, P.~},
  title = {Associations between Multimorbidity Patterns and Subsequent Labor Market Marginalization among Refugees and Swedish-Born Young Adults—A Nationwide Registered-Based Cohort Study.},
  journal = {Journal of Personalized Medicine},
  year = {2021},
  volume = {11},
  number = {12},
  pages = {1305},
  issn = {2075-4426},
  doi = {10.3390/jpm11121305},
  keywords = {multimorbidity;disease network;disability pensions;refugees;unemployment;young adult}
}

@ARTICLE{leutner2021rtabe205,
  author = {Leutner, M.~ and Matzhold, C.~ and Bellach, L.~ and Deischinger, C.~ and Harreiter, J.~ and Thurner, S.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Response to: ‘Association between Osteoporosis and Statin Therapy: The Story Continues’ by Burden and Weiler.},
  journal = {Annals of the Rheumatic Diseases},
  year = {2021},
  volume = {80},
  number = {12},
  pages = {e205},
  note = {[Re]},
  issn = {1468-2060},
  doi = {10.1136/annrheumdis-2019-216627},
  keywords = {epidemiology;osteoporosis;lipids}
}

@ARTICLE{leutner2021rtabe181,
  author = {Leutner, M.~ and Matzhold, C.~ and Bellach, L.~ and Deischinger, C.~ and Harreiter, J.~ and Thurner, S.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Response to: ‘Association between Osteoporosis and Statins Therapy’ by Lai.},
  journal = {Annals of the Rheumatic Diseases},
  year = {2021},
  volume = {80},
  number = {11},
  pages = {e181},
  note = {[Re]},
  issn = {1468-2060},
  doi = {10.1136/annrheumdis-2019-216494},
  keywords = {osteoporosis;bone mineral density;lipids}
}

@ARTICLE{lasser2021iddsskab294,
  author = {Lasser, J.~ and Matzhold, C.~ and Egger-Danner, C.~ and Fuerst-Waltl, B.~ and Steininger, F.~ and Wittek, T.~ and Klimek, P.~},
  title = {Integrating Diverse Data Sources to Predict Disease Risk in Dairy Cattle – A Machine Learning Approach.},
  journal = {Journal of Animal Science},
  year = {2021},
  volume = {99},
  number = {11},
  pages = {skab294},
  issn = {1525-3163 0021-8812},
  doi = {10.1093/jas/skab294},
  keywords = {machine learning;data integration;disease prediction;Precision Livestock Farming}
}

@ARTICLE{taipale2021paua831837,
  author = {Taipale, H.~ and Niederkrotenthaler, T.~ and Tanskanen, A.~ and Cullen, A.E.~ and Helgesson, M.~ and Berg, L.~ and Sijbrandij, M.~ and Klimek, P.~ and Mittendorfer-Rutz, E.~},
  title = {Persistence of Antidepressant Use among Refugee Youth with Common Mental Disorder.},
  journal = {Journal of Affective Disorders},
  year = {2021},
  volume = {294},
  pages = {831--837},
  issn = {0165-0327},
  doi = {10.1016/j.jad.2021.07.096}
}

@ARTICLE{klimek2021wwmn100214,
  author = {Klimek, P.~},
  title = {Why We May Need to Rethink Future SARS-CoV-2 Vaccination Strategies.},
  journal = {Lancet Regional Health Europe},
  year = {2021},
  volume = {10},
  pages = {100214},
  issn = {2666-7762},
  doi = {10.1016/j.lanepe.2021.100214}
}

@ARTICLE{leutner2021itrts202s202,
  author = {Leutner, M.~ and Kaleta, M.~ and Bellach, L.~ and Thurner, S.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Insulin Therapy Relates to an Increased Risk of Pneumonia in Individuals with Diabetes Mellitus Type 2.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2021},
  volume = {133},
  number = {Suppl 6: Abstracts 49. Jahrestagung der {\"O}sterreichischen Diabetes Gesellschaft – Brennpunkt Diabetes, Salzburg, {\"O}sterreich,18.–20. November 2021},
  pages = {S202},
  issn = {0043-5325},
  url = {https://link.springer.com/content/pdf/10.1007/s00508-021-01960-6.pdf#page=10}
}

@ARTICLE{matzhold2021asat21152,
  author = {Matzhold, C.~ and Lasser, J.~ and Egger-Danner, C.~ and Fuerst-Waltl, B.~ and Wittek, T.~ and Kofler, J.~ and Steininger, F.~ and Klimek, P.~},
  title = {A Systematic Approach to Analyse the Impact of Farm-Profiles on Bovine Health.},
  journal = {Scientific Reports},
  year = {2021},
  volume = {11},
  pages = {21152},
  issn = {2045-2322},
  doi = {10.1038/s41598-021-00469-2}
}

@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}
}

@ARTICLE{chen2021mdmlckab164694,
  author = {Chen, J.~ and Mittendorfer-Rutz, E.~ and Klimek, P.~},
  title = {Mental Disorders, Multimorbidity and Labor Market Marginalization among Refugee Youths in Sweden.},
  journal = {European Journal of Public Health},
  year = {2021},
  volume = {31},
  number = {Suppl 3: Abstracts 14th European Public Health (EPH) Conference, Virtual, 10–12 November 2021},
  pages = {ckab164.694},
  issn = {1101-1262},
  doi = {10.1093/eurpub/ckab164.694},
  url = {https://doi.org/10.1093/eurpub/ckab164.694}
}

@ARTICLE{leutner2021iamc984,
  author = {Leutner, M.~ and Kaleta, M.~ and Bellach, L.~ and Kautzky, A.~ and Thurner, S.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Insulin as Monotherapy and in Combination with Other Glucose-Lowering Drugs Is Related to Increased Risk of Diagnosis of Pneumonia: A Longitudinal Assessment Over Two Years.},
  journal = {Journal of Personalized Medicine},
  year = {2021},
  volume = {11},
  number = {10},
  pages = {984},
  doi = {10.3390/jpm11100984},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85116467631\&doi=10.3390%2fjpm11100984\&partnerID=40\&md5=709e8f11b246ed51c08b2c001062831e}
}

@ARTICLE{reisch2021bgda19241,
  author = {Reisch, T.~ and Heiler, G.~ and Hurt, J.~ and Klimek, P.~ and Hanbury, A.~ and Thurner, S.~},
  title = {Behavioral Gender Differences Are Reinforced during the COVID-19 Crisis.},
  journal = {Scientific Reports},
  year = {2021},
  volume = {11},
  pages = {19241},
  doi = {10.1038/s41598-021-97394-1},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115850624\&doi=10.1038%2fs41598-021-97394-1\&partnerID=40\&md5=a8dc351515bba2e834b7a0197ade7244}
}

@ARTICLE{iftekhar2021alif100185,
  author = {Iftekhar, E.N.~ and Priesemann, V.~ and Balling, R.~ and Bauer, S.~ and Beutels, P.~ and Valdez, A.C.~ and Cuschieri, S.~ and Czypionka, T.~ and Dumpis, U.~ and Glaab, E.~ and Grill, E.~ and Hanson, C.~ and Hotulainen, P.~ and Klimek, P.~ and Kretzschmar, M.~ and Kruger, T.~ and Krutzinna, J.~ and Low, N.~ and Machado, H.~ and Martins, C.~ and McKee, M.~ and Mohr, S.B.~ and Nassehi, A.~ and Perc, M.~ and Petelos, E.~ and Pickersgill, M.~ and Prainsack, B.~ and Rocklov, J.~ and Schernhammer, E.~ and Staines, A.~ and Szczurek, E.~ and Tsiodras, S.~ and Van Gucht, S.~ and Willeit, P.~},
  title = {A Look into the Future of the COVID-19 Pandemic in Europe: An Expert Consultation.},
  journal = {Lancet Regional Health Europe},
  year = {2021},
  volume = {8},
  pages = {100185},
  issn = {2666-7762},
  doi = {10.1016/j.lanepe.2021.100185}
}

@ARTICLE{strauss2021dicd20201040,
  author = {Strauss, M.J.~ and Niederkrotenthaler, T.~ and Thurner, S.~ and Kautzky-Willer, A.~ and Klimek, P.~},
  title = {Data-Driven Identification of Complex Disease Phenotypes.},
  journal = {Journal of the Royal Society, Interface},
  year = {2021},
  volume = {18},
  number = {180},
  pages = {20201040},
  issn = {1742-5662},
  doi = {10.1098/rsif.2020.1040},
  keywords = {electronic health records;obesity;comorbidity;multimorbidity;disease network}
}

@ARTICLE{grilz2021rrav22992307,
  author = {Grilz, E.~ and Posch, F.~ and Nopp, S.~ and K{\"o}nigsbr{\"u}gge, O.~ and Lang, I.M.~ and Klimek, P.~ and Thurner, S.~ and Pabinger, I.~ and Ay, C.~},
  title = {Relative Risk of Arterial and Venous Thromboembolism in Persons with Cancer vs. Persons without Cancer—A Nationwide Analysis.},
  journal = {European Heart Journal},
  year = {2021},
  volume = {42},
  number = {23},
  pages = {2299--2307},
  issn = {1522-9645 0195-668X},
  doi = {10.1093/eurheartj/ehab171},
  keywords = {Embolism;Thrombosis;Neoplasms;Venous thromboembolism;Arterial occlusive diseases}
}

@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}
}

@ARTICLE{priesemann2021capc15411541,
  author = {Priesemann, V.~ and Brinkmann, M.M.~ and Ciesek, S.~ and Cuschieri, S.~ and Czypionka, T.~ and Giordano, G.~ and Hanson, C.~ and Hens, N.~ and Iftekhar, E.~ and Klimek, P.~ and Kretzschmar, M.~ and Peichl, A.~ and Perc, M.~ and Sannino, F.~ and Schernhammer, E.~ and Schmidt, A.~ and Staines, A.~ and Szczurek, E.~},
  title = {Call for a Pan-European COVID-19 Response Must Be Comprehensive – Authors’ Reply.},
  journal = {Lancet},
  year = {2021},
  volume = {397},
  number = {10284},
  pages = {1541},
  issn = {1474-547X 0140-6736},
  doi = {10.1016/S0140-6736(21)00462-1},
  keywords = {Humans;*COVID-19;SARS-CoV-2}
}

@ARTICLE{azizi2021csdbe043497,
  author = {Azizi, Z.~ and Zheng, C.~ and Mosquera, L.~ and Pilote, L.~ and El Emam, K.~ and {GOING-FWD Collaborators}},
  title = {Can Synthetic Data Be a Proxy for Real Clinical Trial Data? A Validation Study.},
  journal = {BMJ Open},
  year = {2021},
  volume = {11},
  number = {4},
  pages = {e043497},
  issn = {2044-6055},
  doi = {10.1136/bmjopen-2020-043497},
  keywords = {Humans;Proportional Hazards Models;*epidemiology;Progression-Free Survival;*Disease-Free Survival;*health informatics;*information management;*information technology;*statistics \& research methods}
}

@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}
}

@ARTICLE{pfeiffer2021pskb109109,
  author = {Pfeiffer, L.~ and Fuerst-Waltl, B.~ and Zollitsch, W.~ and Schwarzenbacher, H.~ and Klimek, P.~ and Egger-Danner, C.~},
  title = {Prediction of Subclinical Ketosis Based on Automated Milking Systems (AMS) in Dairy Cattle.},
  journal = {Animal – Science Proceedings},
  year = {2021},
  volume = {12},
  number = {1},
  pages = {109},
  issn = {2772-283X},
  doi = {10.1016/j.anscip.2021.03.131},
  url = {https://www.sciencedirect.com/science/article/pii/S2772283X2100131X}
}

@ARTICLE{raparelli2021iigfe005413,
  author = {Raparelli, V.~ and Norris, C.M.~ and Bender, U.~ and Herrero, M.T.~ and Kautzky-Willer, A.~ and Kublickiene, K.~ and El Emam, K.~ and Pilote, L.~ and {GOING-FWD Collaborators}: Klimek,P.},
  title = {Identification and Inclusion of Gender Factors in Retrospective Cohort Studies: The GOING-FWD Framework.},
  journal = {BMJ Global Health},
  year = {2021},
  volume = {6},
  number = {4},
  pages = {e005413},
  issn = {2059-7908},
  doi = {10.1136/bmjgh-2021-005413}
}

@ARTICLE{thurner2021rtkte2100906118,
  author = {Thurner, S.~ and Klimek, P.~ and Hanel, R.~},
  title = {Reply to Kuśmierz and Toyoizumi: A Network-Based Explanation of Why Most Covid-19 Infection Curves Are Linear.},
  journal = {Proceedings of the National Academy of Sciences of the United States of America},
  year = {2021},
  volume = {118},
  number = {10},
  pages = {e2100906118},
  issn = {1091-6490 0027-8424},
  doi = {10.1073/pnas.2100906118}
}

@ARTICLE{leutner2021mddm608083,
  author = {Leutner, M.~ and Matzhold, C.~ and Kautzky, A.~ and Kaleta, M.~ and Thurner, S.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Major Depressive Disorder (MDD) and Antidepressant Medication Are Overrepresented in High-Dose Statin Treatment.},
  journal = {Frontiers in Medicine},
  year = {2021},
  volume = {8},
  pages = {608083},
  note = {
[Erratum: Leutner M., Matzhold C., Kautzky A., Kaleta M., Thurner S., Klimek P., Kautzky-Willer A. Corrigendum: Major Depressive Disorder (MDD) and Antidepressant Medication Are Overrepresented in High-Dose Statin Treatment. Frontiers in Medicine 8:677866, (2021)]},
  issn = {2296-858X},
  doi = {10.3389/fmed.2021.608083},
  keywords = {precision medicine;depression;statins;dosage;dyslipidemia}
}

@ARTICLE{priesemann2021appd469470,
  author = {Priesemann, V.~ and Balling, R.~ and Brinkmann, M.M.~ and Ciesek, S.~ and Czypionka, T.~ and Eckerle, I.~ and Giordano, G.~ and Hanson, C.~ and Hel, Z.~ and Hotulainen, P.~ and Klimek, P.~ and Nassehi, A.~ and Peichl, A.~ and Perc, M.~ and Petelos, E.~ and Prainsack, B.~ and Szczurek, E.~},
  title = {An Action Plan for Pan-European Defence against New SARS-CoV-2 Variants.},
  journal = {Lancet},
  year = {2021},
  volume = {397},
  number = {10273},
  pages = {469--470},
  issn = {1474-547X 0140-6736},
  doi = {10.1016/S0140-6736(21)00150-1}
}

@ARTICLE{priesemann2021cpcr9293,
  author = {Priesemann, V.~ and Brinkmann, M.M.~ and Ciesek, S.~ and Cuschieri, S.~ and Czypionka, T.~ and Giordano, G.~ and Gurdasani, D.~ and Hanson, C.~ and Hens, N.~ and Iftekhar, E.~ and Kelly-Irving, M.~ and Klimek, P.~ and Kretzschmar, M.~ and Peichl, A.~ and Perc, M.~ and Sannino, F.~ and Schernhammer, E.~ and Schmidt, A.~ and Staines, A.~ and Szczurek, E.~},
  title = {Calling for Pan-European Commitment for Rapid and Sustained Reduction in SARS-CoV-2 Infections.},
  journal = {Lancet},
  year = {2021},
  volume = {397},
  number = {10269},
  pages = {92--93},
  issn = {1474-547X 0140-6736},
  doi = {10.1016/S0140-6736(20)32625-8},
  keywords = {Humans;Time Factors;International Cooperation;Europe/epidemiology;Communicable Disease Control/standards;COVID-19/epidemiology/*prevention \& control}
}

@ARTICLE{haug2021dmad612604,
  author = {Haug, N.~ and Sorger, J.~ and Gisinger, T.~ and Gyimesi, M.~ and Kautzky-Willer, A.~ and Thurner, S.~ and Klimek, P.~},
  title = {Decompression of Multimorbidity along the Disease Trajectories of Diabetes Mellitus Patients.},
  journal = {Frontiers in Physiology},
  year = {2021},
  volume = {11},
  pages = {612604},
  issn = {1664-042X},
  doi = {10.3389/fphys.2020.612604},
  keywords = {diabetes mellitus;machine learning;comorbidity networks;data visualization;disease trajectories;multimorbidity;population aging}
}

@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}
}

@ARTICLE{leutner2020tinrs338s339,
  author = {Leutner, M.~ and Matzhold, C.~ and Bellach, L.~ and Wohlschlaeger-Krenn, E.~ and Winker, R.~ and Nistler, S.~ and Endler, G.~ and Deischinger, C.~ and Klimek, P.~ and Thurner, S.T.~ and Kautzky-Willer, A.~},
  title = {Testosterone Is Not Related to Glucose Metabolism in Prediabetic Females.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2020},
  volume = {132},
  number = {Suppl 6: Abstracts 48. Jahrestagung der {\"O}sterreichischen Diabetes Gesellschaft, Virtuell, 19.–21. November 2020},
  pages = {S338--S339},
  issn = {0043-5325},
  url = {https://link.springer.com/article/10.1007/s00508-020-01744-4}
}

@ARTICLE{lasser2020cttp121,
  author = {Lasser, J.~ and Ahne, V.~ and Heiler, G.~ and Klimek, P.~ and Metzler, H.~ and Reisch, T.~ and Sprenger, M.~ and Thurner, S.~ and Sorger, J.~},
  title = {Complexity, Transparency and Time Pressure: Practical Insights into Science Communication in Times of Crisis.},
  journal = {Journal of Science Communication},
  year = {2020},
  volume = {19},
  number = {5},
  pages = {1--21},
  doi = {10.22323/2.19050801},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85095953932\&doi=10.22323%2f2.19050801\&partnerID=40\&md5=2ff8f127a58627061090b9531380fdb4}
}

@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}
}

@ARTICLE{kaleta2020hsaie18147,
  author = {Kaleta, M.~ and Niederkrotenthaler, T.~ and Kautzky-Willer, A.~ and Klimek, P.~},
  title = {How Specialist Aftercare Impacts Long-Term Readmission Risks in Elderly Patients with Metabolic, Cardiac, and Chronic Obstructive Pulmonary Diseases: Cohort Study Using Administrative Data.},
  journal = {JMIR Medical Informatics},
  year = {2020},
  volume = {8},
  number = {9},
  pages = {e18147},
  issn = {2291-9694},
  doi = {10.2196/18147},
  keywords = {morbidity;network analysis;chronic disease;cohort study;elderly;gender medicine;multimorbity;older adults;patient-sharing networks}
}

@ARTICLE{thurner2020anew2268422689,
  author = {Thurner, S.~ and Klimek, P.~ and Hanel, R.~},
  title = {A Network-Based Explanation of Why Most COVID-19 Infection Curves Are Linear.},
  journal = {Proceedings of the National Academy of Sciences of the United States of America},
  year = {2020},
  volume = {117},
  number = {37},
  pages = {22684--22689},
  issn = {1091-6490 0027-8424 0027-8424},
  doi = {10.1073/pnas.2010398117},
  keywords = {Humans;*Models;Statistical;*COVID-19;Pandemics/prevention \& control;*compartmental epidemiological model;*mean-field (well mixed) approximation;*network theory;*social contact networks;Basic Reproduction Number;Coronavirus Infections/*epidemiology/prevention \& control/transmission;Pneumonia;Viral/*epidemiology/prevention \& control/transmission;Quarantine/statistics \& numerical data}
}

@ARTICLE{klimek2020appav194v194,
  author = {Klimek, P.~ and Gyimesi, M.~ and Ostermann, H.~ and Thurner, S.~},
  title = {A Parameter-Free Population-Dynamical Approach to Health Workforce Supply Forecasting in EU Countries.},
  journal = {European Journal of Public Health},
  year = {2020},
  volume = {30},
  number = {Suppl 5: Abstracts 16th World Congress on Public Health 2020, Virtual, 12–16 October 2020},
  pages = {v194},
  issn = {1101-1262},
  doi = {10.1093/eurpub/ckaa165.527},
  url = {https://doi.org/10.1093/eurpub/ckaa165.527}
}

@ARTICLE{demontgomery2020lmmyv480v481,
  author = {De Montgomery, C.~ and Norredam, M.~ and Krasnik, A.~ and Petersen, J.H.~ and Bj{\"o}rkenstam, E.~ and Berg, L.~ and Hjern, A.~ and Sijbrandij, M.~ and Klimek, P.~ and Mittendorfer-Rutz, E.~},
  title = {Labour Market Marginalisation in Young Refugees with and without Common Mental Disorders.},
  journal = {European Journal of Public Health},
  year = {2020},
  volume = {30},
  number = {Suppl 5: Abstracts 16th World Congress on Public Health 2020, Virtual, 12–16 October 2020},
  pages = {v480--v481},
  issn = {1101-1262},
  doi = {10.1093/eurpub/ckaa165.1312},
  url = {https://doi.org/10.1093/eurpub/ckaa165.1312}
}

@ARTICLE{chen2020ddglv481v481,
  author = {Chen, J.~ and Mittendorfer-Rutz, E.~ and Klimek, P.~},
  title = {Different Diagnostic Groups and Labour Market Marginalization among Refugee Youths.},
  journal = {European Journal of Public Health},
  year = {2020},
  volume = {30},
  number = {Suppl 5: Abstracts 16th World Congress on Public Health 2020, Virtual, 12–16 October 2020},
  pages = {v481},
  issn = {1101-1262},
  doi = {10.1093/eurpub/ckaa165.1313},
  url = {https://doi.org/10.1093/eurpub/ckaa165.1313}
}

@ARTICLE{leutner2020bidp13152,
  author = {Leutner, M.~ and Matzhold, C.~ and Bellach, L.~ and Deischinger, C.~ and Thurner, S.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Betatrophin Is Downregulated in Pregnant Women with a History of RYGB Operation and a High Risk of Postprandial Hypoglycaemia.},
  journal = {Scientific Reports},
  year = {2020},
  volume = {10},
  pages = {13152},
  doi = {10.1038/s41598-020-70075-1},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089104113\&doi=10.1038%2fs41598-020-70075-1\&partnerID=40\&md5=ba510b12f78216583d56a76039431bd0}
}

@ARTICLE{jovanović2020arhi252286,
  author = {Jovanović, A.~ and Klimek, P.~ and Renn, O.~ and Schneider, R.~ and Øien, K.~ and Brown, J.~ and DiGennaro, M.~ and Liu, Y.~ and Pfau, V.~ and Jelić, M.~ and Rosen, T.~ and Caillard, B.~ and Chakravarty, S.~ and Chhantyal, P.~},
  title = {Assessing Resilience of Healthcare Infrastructure Exposed to COVID-19: Emerging Risks, Resilience Indicators, Interdependencies and International Standards.},
  journal = {Environment Systems and Decisions},
  year = {2020},
  volume = {40},
  number = {2},
  pages = {252--286},
  doi = {10.1007/s10669-020-09779-8},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086016519\&doi=10.1007%2fs10669-020-09779-8\&partnerID=40\&md5=ad5db1a7d9e046560cd4673164d604b6}
}

@ARTICLE{thurner2020rmire0230325,
  author = {Thurner, S.~ and Liu, W.~ and Klimek, P.~ and Cheong, S.A.~},
  title = {The Role of Mainstreamness and Interdisciplinarity for the Relevance of Scientific Papers.},
  journal = {PLoS One},
  year = {2020},
  volume = {15},
  number = {4},
  pages = {e0230325},
  issn = {1932-6203 1932-6203},
  doi = {10.1371/journal.pone.0230325}
}

@ARTICLE{niederkrotenthaler2020hupm409422,
  author = {Niederkrotenthaler, T.~ and Mittendorfer-Rutz, E.~ and Thurner, S.~ and Endel, G.~ and Klimek, P.~},
  title = {Healthcare Utilization, Psychiatric Medication and Risk of Rehospitalization in Suicide-Attempting Patients with Common Mental Disorders.},
  journal = {Australian and New Zealand Journal of Psychiatry},
  year = {2020},
  volume = {54},
  number = {4},
  pages = {409--422},
  issn = {0004-8674},
  doi = {10.1177/0004867419895112},
  keywords = {epidemiology;prevention;benzodiazepines;big data;common mental disorders;contacts;exposure;gender;health care planning;management;Mental health services;patterns;readmission;suicide attempt}
}

@ARTICLE{haug2020hmpr44,
  author = {Haug, N.~ and Deischinger, C.~ and Gyimesi, M.~ and Kautzky-Willer, A.~ and Thurner, S.~ and Klimek, P.~},
  title = {High-Risk Multimorbidity Patterns on the Road to Cardiovascular Mortality.},
  journal = {BMC Medicine},
  year = {2020},
  volume = {18},
  pages = {44},
  issn = {1741-7015 1741-7015},
  doi = {10.1186/s12916-020-1508-1},
  keywords = {Machine learning;Cardiovascular disease;Comorbidities;Disease trajectories;Metabolic syndrome}
}

@ARTICLE{leutner2019dosp17061711,
  author = {Leutner, M.~ and Matzhold, C.~ and Bellach, L.~ and Deischinger, C.~ and Harreiter, J.~ and Thurner, S.~ and Klimek, P.~ and Kautzky-Willer, A.~},
  title = {Diagnosis of Osteoporosis in Statin-Treated Patients Is Dose-Dependent.},
  journal = {Annals of the Rheumatic Diseases},
  year = {2019},
  volume = {78},
  number = {12},
  pages = {1706--1711},
  issn = {0003-4967},
  doi = {10.1136/annrheumdis-2019-215714},
  keywords = {association;risk;bone-density;decrease;fractures;hormone-binding globulin;inhibitors;reductase;simvastatin;testosterone levels}
}

@ARTICLE{losardo2019qrpc2393023935,
  author = {Lo Sardo, D.R.~ and Thurner, S.~ and Sorger, J.~ and Duftschmid, G.~ and Endel, G.~ and Klimek, P.~},
  title = {Quantification of the Resilience of Primary Care Networks by Stress Testing the Health Care System.},
  journal = {Proceedings of the National Academy of Sciences of the United States of America},
  year = {2019},
  volume = {116},
  number = {48},
  pages = {23930--23935},
  issn = {1091-6490 0027-8424},
  doi = {10.1073/pnas.1904826116},
  keywords = {robustness;coevolving networks;dynamics of collapse;patient-sharing network;quality of care}
}

@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}
}

@ARTICLE{hufgardleitner2019dophs487s487,
  author = {Hufgard-Leitner, M.K.~ and Osso, B.~ and Klimek, P.~ and Hall, M.~ and P{\"o}tzl, V.~ and Fridrich, N.~ and Fr{\"u}hwald, T.~ and Sommeregger, U.~ and Kautzky-Willer, A.~},
  title = {Diabetes in the Older Population Has a Typical Face.},
  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 = {S487},
  issn = {0043-5325},
  url = {https://link.springer.com/journal/508/131/5/suppl}
}

@ARTICLE{haug2019igdw190800920,
  author = {Haug, N.~ and Thurner, S.~ and Kautzky-Willer, A.~ and Gyimesi, M.~ and Klimek, P.~},
  title = {Identification of Gatekeeper Diseases on the Way to Cardiovascular Mortality.},
  journal = {arXiv},
  year = {2019},
  pages = {1908.00920},
  url = {https://arxiv.org/abs/1908.00920}
}

@ARTICLE{zanin2019ceem10571062,
  author = {Zanin, M.~ and Chorbev, I.~ and Stres, B.~ and Stalidzans, E.~ and Vera, J.~ and Tieri, P.~ and Castiglione, F.~ and Groen, D.~ and Zheng, H.~ and Baumbach, J.~ and Schmid, J.A.~ and Basilio, J.~ and Klimek, P.~ and Debeljak, N.~ and Rozman, D.~ and Schmidt, H.H.H.W.~},
  title = {Community Effort Endorsing Multiscale Modelling, Multiscale Data Science and Multiscale Computing for Systems Medicine.},
  journal = {Briefings in Bioinformatics},
  year = {2019},
  volume = {20},
  number = {3},
  pages = {1057--1062},
  issn = {1467-5463},
  doi = {10.1093/bib/bbx160},
  keywords = {modelling;big data;computing;data science;large-scale;systems medicine}
}

@ARTICLE{duftschmid2019prtde12172,
  author = {Duftschmid, G.~ and Rinner, C.~ and Sauter, S.K.~ and Endel, G.~ and Klimek, P.~ and Mitsch, C.~ and Heinzl, H.~},
  title = {Patient-Sharing Relations in the Treatment of Diabetes and Their Implications for Health Information Exchange: Claims-Based Analysis.},
  journal = {JMIR Medical Informatics},
  year = {2019},
  volume = {7},
  number = {2},
  pages = {e12172},
  issn = {2291-9694},
  doi = {10.2196/12172},
  keywords = {Austria;diabetes mellitus;health information exchange;professional-patient relations}
}

@ARTICLE{klimek2019qeri1677,
  author = {Klimek, P.~ and Poledna, S.~ and Thurner, S.~},
  title = {Quantifying Economic Resilience from Input-Output Susceptibility to Improve Predictions of Economic Growth and Recovery.},
  journal = {Nature Communications},
  year = {2019},
  volume = {10},
  pages = {1677},
  issn = {2041-1723},
  doi = {10.1038/s41467-019-09357-w},
  keywords = {irreversible-processes}
}

@ARTICLE{klimek2019qrae404414,
  author = {Klimek, P.~ and Varga, J.~ and Jovanovic, A.S.~ and Székely, Z.~},
  title = {Quantitative Resilience Assessment in Emergency Response Reveals How Organizations Trade Efficiency for Redundancy.},
  journal = {Safety Science},
  year = {2019},
  volume = {113},
  pages = {404--414},
  issn = {0925-7535},
  doi = {10.1016/j.ssci.2018.12.017},
  keywords = {Communication network;Emergency response;networks;Quantitative resilience assessment;Resilience indicator;stability;Training exercise}
}

@ARTICLE{klimek2019faca20180731,
  author = {Klimek, P.~ and Kreuzbauer, R.~ and Thurner, S.~},
  title = {Fashion and Art Cycles Are Driven by Counter-Dominance Signals of Elite Competition: Quantitative Evidence from Music Styles.},
  journal = {Journal of the Royal Society Interface},
  year = {2019},
  volume = {16},
  number = {151},
  pages = {20180731},
  issn = {1742-5662 1742-5662},
  doi = {10.1098/rsif.2018.0731},
  keywords = {Humans;*Models;Theoretical;*Computers;*cultural evolution;*evolutionary dynamics;*fashion cycle theory;*Music;*network analysis;*Sound}
}

@ARTICLE{leutner2019gp1g1017,
  author = {Leutner, M.~ and Klimek, P.~ and G{\"o}bl, C.~ and Bozkurt, L.~ and Harreiter, J.~ and Husslein, P.~ and Eppel, W.~ and Baumgartner-Parzer, S.~ and Pacini, G.~ and Thurner, S.~ and Kautzky-Willer, A.~},
  title = {Glucagon-Like Peptide 1 (GLP-1) Drives Postprandial Hyperinsulinemic Hypoglycemia in Pregnant Women with a History of Roux-en-Y Gastric Bypass Operation.},
  journal = {Metabolism: Clinical and Experimental},
  year = {2019},
  volume = {91},
  pages = {10--17},
  issn = {0026-0495},
  doi = {10.1016/j.metabol.2018.10.006},
  keywords = {Pregnancy;bariatric surgery;beta-cell function;Ectopic lipids;fasting plasma-glucose;Fluctuations in glucose profiles;Incretin hormones;indexes;insulin sensitivity;Metabolic characterization;hypoglycemia;obese;outcomes;profiles;Roux-en-Y gastric bypass}
}

@ARTICLE{emprechtinger2018mtdi2026,
  author = {Emprechtinger, R.~ and Fischer, S.~ and Holzer, L.A.~ and Klimek, P.~ and Stanak, M.~ and Oikarinen, H.~ and Wild, C.~},
  title = {Methods to Detect Inappropriate Use of MRI and CT for Musculoskeletal Conditions: A Scoping Review.},
  journal = {Zeitschrift f{\"u}r Evidenz, Fortbildung und Qualit{\"a}t im Gesundheitswesen},
  year = {2018},
  volume = {137–138},
  pages = {20--26},
  issn = {1865-9217},
  doi = {10.1016/j.zefq.2018.09.002},
  keywords = {imaging;system;services;care;appropriateness;computed-tomography;cost;ct;inappropriate care;low-back-pain;mri;musculoskeletal system;overutilization;scan}
}

@ARTICLE{klimek2018fatee0204975,
  author = {Klimek, P.~ and Jiménez, R.~ and Hidalgo, M.~ and Hinteregger, A.~ and Thurner, S.~},
  title = {Forensic Analysis of Turkish Elections in 2017–2018.},
  journal = {PLoS One},
  year = {2018},
  volume = {13},
  number = {10},
  pages = {e0204975},
  issn = {1932-6203},
  doi = {10.1371/journal.pone.0204975},
  keywords = {fraud}
}

@ARTICLE{sadilek2018abyf227239,
  author = {Sadilek, M.~ and Klimek, P.~ and Thurner, S.~},
  title = {Asocial Balance—How Your Friends Determine Your Enemies: Understanding the Co-Evolution of Friendship and Enmity Interactions in a Virtual World.},
  journal = {Journal of Computational Social Science},
  year = {2018},
  volume = {1},
  number = {1},
  pages = {227--239},
  issn = {2432-2725},
  doi = {10.1007/s42001-017-0010-9},
  keywords = {Co-evolution;Multi-layer network;Social balance;Social network formation;Triadic closure}
}

@ARTICLE{leutner2017gp1gs170s171,
  author = {Leutner, M.~ and Klimek, P.~ and G{\"o}bl, C.~ and Bozkurt, L.~ and Husslein, P.~ and Eppel, W.~ and Baumgartner-Parzer, S.~ and Pacini, G.~ and Kautzky-Willer, A.~},
  title = {Glucagon-Like Peptide 1 (GLP-1) reguliert den Glukosestoffwechsel bei schwangeren Frauen mit Roux-en-Y Magenbypass und ist maßgeblich an der Entstehung von postprandialen Hypoglyk{\"a}mien beteiligt.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2017},
  volume = {129},
  number = {Suppl 4: Abstracts 45. Jahrestagung der {\"O}sterreichischen Diabetes Gesellschaft, Salzburg, {\"O}sterreich, 16.–18. November 2017},
  pages = {S170--S171},
  issn = {0043-5325},
  doi = {10.1007/s00508-017-1283-y}
}

@ARTICLE{leutner2017gp1g739740,
  author = {Leutner, M.~ and Klimek, P.~ and G{\"o}bl, C.~ and Bozkurt, L.~ and Harreiter, J.~ and Husslein, P.~ and Eppel, W.~ and Baumgartner-Parzer, S.~ and Pacini, G.~ and Kautzky-Willer, A.~},
  title = {Glucagon-Like Peptide 1 (GLP-1) ist maßgeblich an der Regulation des Glukosestoffwechsels bei schwangeren Frauen mit Roux-en-Y Magenbypass beteiligt.},
  journal = {Wiener Klinische Wochenschrift},
  year = {2017},
  volume = {129},
  number = {19-20: Abstracts {\"O}AG 2017, Wien, {\"O}sterreich, 20.–21.10.2017},
  pages = {739--740},
  issn = {0043-5325},
  doi = {10.1007/s00508-017-1252-5}
}

@ARTICLE{jimenez2017tvrse1602363,
  author = {Jimenez, R.~ and Hidalgo, M.~ and Klimek, P.~},
  title = {Testing for Voter Rigging in Small Polling Stations.},
  journal = {Science Advances},
  year = {2017},
  volume = {3},
  number = {6},
  pages = {e1602363},
  issn = {2375-2548 2375-2548},
  doi = {10.1126/sciadv.1602363},
  keywords = {*election forensics;*election statistics;*electoral fraud;*Venezuelan politics}
}

@ARTICLE{scherer2017ciid13251332,
  author = {Scherer, T.~ and Wolf, P.~ and Smajis, S.~ and Gaggini, M.~ and Hackl, M.~ and Gastaldelli, A.~ and Klimek, P.~ and Einwallner, E.~ and Marculescu, R.~ and Luger, A.~ and F{\"u}rnsinn, C.~ and Trattnig, S.~ and Buettner, C.~ and Krššák, M.~ and Krebs, M.~},
  title = {Chronic Intranasal Insulin Does Not Affect Hepatic Lipids but Lowers Circulating BCAAs in Healthy Male Subjects.},
  journal = {Journal of Clinical Endocrinology \& Metabolism},
  year = {2017},
  volume = {102},
  number = {4},
  pages = {1325--1332},
  issn = {0021-972X},
  doi = {10.1210/jc.2016-3623},
  keywords = {humans;men;body-composition;brain;fat;secretion;sensitivity}
}

@ARTICLE{strauss2017sarn160711,
  author = {Strauss, M.J.~ and Klimek, P.~ and Sonneck, G.~ and Niederkrotenthaler, T.~},
  title = {Suicides on the Austrian Railway Network: Hotspot Analysis and Effect of Proximity to Psychiatric Institutions.},
  journal = {Royal Society Open Science},
  year = {2017},
  volume = {4},
  number = {3},
  pages = {160711},
  issn = {2054-5703},
  doi = {10.1098/rsos.160711},
  keywords = {Austria;epidemiology;prevention;behavior;cluster;clusters;germany;hotspot;hypothesis;railway;spatial point pattern;suicide;train suicides}
}

@ARTICLE{kautzkywiller2017usoi206216,
  author = {Kautzky-Willer, A.~ and Thurner, S.~ and Klimek, P.~},
  title = {Use of Statins Offsets Insulin-Related Cancer Risk.},
  journal = {Journal of Internal Medicine},
  year = {2017},
  volume = {281},
  number = {2},
  pages = {206--216},
  issn = {0954-6820},
  doi = {10.1111/joim.12567},
  keywords = {epidemiology;metaanalysis;population;body-mass index;prostate-cancer;diabetes-mellitus;insulin therapy;medical claims data;metformin;oral antihyperglycaemic agents;pancreatic-cancer;site-specific cancer risks;statin therapy;sulfonylurea;therapies;thiazolidinedione}
}

@ARTICLE{klimek2016dger39658,
  author = {Klimek, P.~ and Aichberger, S.~ and Thurner, S.~},
  title = {Disentangling Genetic and Environmental Risk Factors for Individual Diseases from Multiplex Comorbidity Networks.},
  journal = {Scientific Reports},
  year = {2016},
  volume = {6},
  pages = {39658},
  issn = {2045-2322},
  doi = {10.1038/srep39658},
  keywords = {depression;medicine}
}

@ARTICLE{rinner2016iicc4453,
  author = {Rinner, C.~ and Sauter, S.K.~ and Endel, G.~ and Heinze, G.~ and Thurner, S.~ and Klimek, P.~ and Duftschmid, G.~},
  title = {Improving the Informational Continuity of Care in Diabetes Mellitus Treatment with a Nationwide Shared EHR System: Estimates from Austrian Claims Data.},
  journal = {International Journal of Medical Informatics},
  year = {2016},
  volume = {92},
  pages = {44--53},
  issn = {1872-8243 1386-5056},
  doi = {10.1016/j.ijmedinf.2016.05.001},
  keywords = {Adolescent;Adult;Female;Humans;Male;Young Adult;Aged;Middle Aged;Austria/epidemiology;Austria;*Electronic Health Records;Diabetes mellitus;Computerized;Continuity of patient care;Continuity of Patient Care/*standards;Diabetes Mellitus/epidemiology/*therapy;Health Information Exchange;Insurance;Health/statistics \& numerical data;Medical records;Medical records systems;Social Security/statistics \& numerical data}
}

@ARTICLE{klimek2016docs083045,
  author = {Klimek, P.~ and Diakonova, M.~ and Eguíluz, V.M.~ and San Miguel, M.~ and Thurner, S.~},
  title = {Dynamical Origins of the Community Structure of an Online Multi-Layer Society.},
  journal = {New Journal of Physics},
  year = {2016},
  volume = {18},
  pages = {083045},
  issn = {1367-2630},
  doi = {10.1088/1367-2630/18/8/083045},
  keywords = {coevolution;community detection;multiplex network;organization;size;social networks;voter model}
}

@ARTICLE{klimek2016sfgw12651282,
  author = {Klimek, P.~ and Jovanovic, A.S.~ and Egloff, R.~ and Schneider, R.~},
  title = {Successful Fish Go with the Flow: Citation Impact Prediction Based on Centrality Measures for Term–Document Networks.},
  journal = {Scientometrics},
  year = {2016},
  volume = {107},
  number = {3},
  pages = {1265--1282},
  issn = {0138-9130},
  doi = {10.1007/s11192-016-1926-1},
  keywords = {indicators;Bipartite networks;Citation impact prediction;counts;machine;Network theory;publication;Term-document matrix}
}

@ARTICLE{jovanović2015fuaf521531,
  author = {Jovanović, A.S.~ and Klimek, P.~ and Quintero, F.A.~},
  title = {Forecast for the Use of Alternative Fuels in Aviation under Environmental Constraints and Volatile Market Conditions.},
  journal = {Environment Systems and Decisions},
  year = {2015},
  volume = {35},
  number = {4},
  pages = {521--531},
  doi = {10.1007/s10669-015-9573-2},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84947493183\&doi=10.1007%2fs10669-015-9573-2\&partnerID=40\&md5=2c1a85a2db0e1135f7e953ed6e8052de}
}

@ARTICLE{klimek2015strce1500522,
  author = {Klimek, P.~ and Obersteiner, M.~ and Thurner, S.~},
  title = {Systemic Trade Risk of Critical Resources.},
  journal = {Science Advances},
  year = {2015},
  volume = {1},
  number = {10},
  pages = {e1500522},
  issn = {2375-2548 2375-2548 2375-2548},
  doi = {10.1126/sciadv.1500522},
  keywords = {systemic risk;critical resources;network effects;non-fuel mineral resources;trade risk}
}

@ARTICLE{li2015bafs12731284,
  author = {Li, J.~ and Jovanovic, A.~ and Klimek, P.~ and Guo, X.~},
  title = {Bibliometric Analysis of Fracking Scientific Literature.},
  journal = {Scientometrics},
  year = {2015},
  volume = {105},
  number = {2},
  pages = {1273--1284},
  doi = {10.1007/s11192-015-1739-7},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84944883469\&doi=10.1007%2fs11192-015-1739-7\&partnerID=40\&md5=a08da2c867c74d000c684d23f115be83}
}

@ARTICLE{trebotic2015cbis0136701,
  author = {Trebotic, L.K.~ and Klimek, P.~ and Thomas, A.~ and Fenzl, A.~ and Leitner, K.~ and Springer, S.~ and Kiefer, F.W.~ and Kautzky-Willer, A.~},
  title = {Circulating Betatrophin Is Strongly Increased in Pregnancy and Gestational Diabetes Mellitus.},
  journal = {PLoS One},
  year = {2015},
  volume = {10},
  number = {9},
  pages = {0136701},
  doi = {10.1371/journal.pone.0136701},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84943253825\&doi=10.1371%2fjournal.pone.0136701\&partnerID=40\&md5=1bcef22853ebad33e210ae8831c62b0b}
}

@ARTICLE{klimek2015qdcre1004125,
  author = {Klimek, P.~ and Kautzky-Willer, A.~ and Chmiel, A.~ and Schiller-Fr{\"u}hwirth, I.~ and Thurner, S.~},
  title = {Quantification of Diabetes Comorbidity Risks Across Life Using Nation-Wide Big Claims Data.},
  journal = {PLoS Computational Biology},
  year = {2015},
  volume = {11},
  number = {4},
  pages = {e1004125},
  issn = {1553-7358 1553-734X 1553-734X},
  doi = {10.1371/journal.pcbi.1004125},
  keywords = {Adolescent;Adult;Female;Humans;Male;Risk Factors;Young Adult;Aged;Middle Aged;Aged;80 and over;Austria;Child;Data Interpretation;Statistical;Prevalence;Comorbidity;Age Distribution;Causality;Diabetes Mellitus/*epidemiology;Datasets as Topic/statistics \& numerical data;Heart Failure/*epidemiology;Hyperlipidemias/*epidemiology;Hypertension/*epidemiology;Insurance Claim Review;National Health Programs/statistics \& numerical data;Parkinson Disease/*epidemiology;Sleep Wake Disorders/*epidemiology}
}

@ARTICLE{klimek2015tbot144154,
  author = {Klimek, P.~ and Poledna, S.~ and Doyne Farmer, J.~ and Thurner, S.~},
  title = {To Bail-Out or to Bail-in? Answers from an Agent-Based Model.},
  journal = {Journal of Economic Dynamics and Control},
  year = {2015},
  volume = {50},
  pages = {144--154},
  doi = {10.1016/j.jedc.2014.08.020},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84920559128\&doi=10.1016%2fj.jedc.2014.08.020\&partnerID=40\&md5=4558ffccbba954196ac3e53987bec957}
}

@ARTICLE{percino2014icmge115255,
  author = {Percino, G.~ and Klimek, P.~ and Thurner, S.~},
  title = {Instrumentational Complexity of Music Genres and Why Simplicity Sells.},
  journal = {PLoS One},
  year = {2014},
  volume = {9},
  number = {12},
  pages = {e115255},
  issn = {1932-6203 1932-6203},
  doi = {10.1371/journal.pone.0115255},
  keywords = {Models;Theoretical;*Music;*Classification;Habits}
}

@ARTICLE{chmiel2014sdtc115013,
  author = {Chmiel, A.~ and Klimek, P.~ and Thurner, S.~},
  title = {Spreading of Diseases through Comorbidity Networks across Life and Gender.},
  journal = {New Journal of Physics},
  year = {2014},
  volume = {16},
  number = {11},
  pages = {115013},
  doi = {10.1088/1367-2630/16/11/115013},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84918507711\&doi=10.1088%2f1367-2630%2f16%2f11%2f115013\&partnerID=40\&md5=1c8f321f869abd5deac90ba720a3bb7c}
}

@ARTICLE{klimek2014efim502507,
  author = {Klimek, P.~ and Leitner, M.~ and Kautzky-Willer, A.~ and Thurner, S.~},
  title = {Effect of Fetal and Infant Malnutrition on Metabolism in Older Age.},
  journal = {Gerontology},
  year = {2014},
  volume = {60},
  number = {6},
  pages = {502--507},
  issn = {1423-0003 0304-324X},
  doi = {10.1159/000358874},
  keywords = {Humans;Aged;Child;Infant;Child Nutrition Disorders/*complications/metabolism;Fetal Nutrition Disorders/*etiology/metabolism;Infant Nutrition Disorders/*complications/metabolism;Metabolic Diseases/*epidemiology}
}

@INCOLLECTION{sauter2014ahpc522525,
  author = {Sauter, S.K.~ and Neuhofer, L.M.~ and Endel, G.~ and Klimek, P.~ and Duftschmid, G.~},
  title = {Analyzing Healthcare Provider Centric Networks through Secondary Use of Health Claims Data.},
  booktitle = {Proceedings of 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014, Valencia, Spain, 1–4 June 2014},
  publisher = {IEEE},
  year = {2014},
  pages = {522--525},
  address = {Piscataway, NJ},
  month = {jun},
  url = {www.doi.org/10.1109/BHI.2014.6864417}
}

@ARTICLE{thurner2013rtkne2751e2751,
  author = {Thurner, S.~ and Klimek, P.~ and Szell, M.~ and Duftschmid, G.~ and Endel, G.~ and Kautzky-Willer, A.~ and Kasper, D.C.~},
  title = {Reply to Klitz and Niklasson: Can Viral Infections Explain the Cross-Sectional Austrian Diabetes Data?},
  journal = {Proceedings of the National Academy of Sciences of the United States of America},
  year = {2013},
  volume = {110},
  number = {30},
  pages = {E2751},
  issn = {1091-6490 0027-8424 0027-8424},
  doi = {10.1073/pnas.1305494110},
  keywords = {Female;Humans;Male;Diabetes Mellitus/*epidemiology;Starvation/*epidemiology}
}

@ARTICLE{klimek2013tcdd063008,
  author = {Klimek, P.~ and Thurner, S.~},
  title = {Triadic Closure Dynamics Drives Scaling Laws in Social Multiplex Networks.},
  journal = {New Journal of Physics},
  year = {2013},
  volume = {15},
  number = {6},
  pages = {063008},
  doi = {10.1088/1367-2630/15/6/063008},
  url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84879391851\&doi=10.1088%2f1367-2630%2f15%2f6%2f063008\&partnerID=40\&md5=63124b197652eaff7e7be1793918fe47}
}

@ARTICLE{thurner2013qerd47034707,
  author = {Thurner, S.~ and Klimek, P.~ and Szell, M.~ and Duftschmid, G.~ and Endel, G.~ and Kautzky-Willer, A.~ and Kasper, D.C.~},
  title = {Quantification of Excess Risk for Diabetes for Those Born in Times of Hunger, in an Entire Population of a Nation, across a Century.},
  journal = {Proceedings of the National Academy of Sciences of the United States of America},
  year = {2013},
  volume = {110},
  number = {12},
  pages = {4703--4707},
  issn = {1091-6490 0027-8424 0027-8424},
  doi = {10.1073/pnas.1215626110},
  keywords = {Female;Humans;Male;Risk Factors;Sex Factors;Age Factors;Austria/epidemiology;History;20th Century;Diabetes Mellitus/*epidemiology/etiology/history;Starvation/complications/*epidemiology/history}
}

@ARTICLE{klimek2012sdse1646916473,
  author = {Klimek, P.~ and Yegorov, Y.~ and Hanel, R.~ and Thurner, S.~},
  title = {Statistical Detection of Systematic Election Irregularities.},
  journal = {Proceedings of the National Academy of Sciences of the United States of America},
  year = {2012},
  volume = {109},
  number = {41},
  pages = {16469--16473},
  issn = {1091-6490 0027-8424 0027-8424},
  doi = {10.1073/pnas.1210722109},
  keywords = {Humans;*Algorithms;Reproducibility of Results;*Models;Statistical;*Politics;Choice Behavior;Civil Rights/standards/*statistics \& numerical data;Public Opinion;Public Policy}
}

@ARTICLE{klimek2012eccde38924,
  author = {Klimek, P.~ and Hausmann, R.~ and Thurner, S.~},
  title = {Empirical Confirmation of Creative Destruction from World Trade Data.},
  journal = {PLoS One},
  year = {2012},
  volume = {7},
  number = {6},
  pages = {e38924},
  issn = {1932-6203 1932-6203},
  doi = {10.1371/journal.pone.0038924},
  keywords = {*Commerce;*Internationality;Creativity;Empirical Research}
}

@ARTICLE{klimek2011baes38703875,
  author = {Klimek, P.~ and Bayer, W.~ and Thurner, S.~},
  title = {The Blogosphere as an Excitable Social Medium: Richter’s and Omori’s Law in Media Coverage.},
  journal = {Physica A: Statistical Mechanics and Its Applications},
  year = {2011},
  volume = {390},
  number = {21},
  pages = {3870--3875},
  issn = {0378-4371},
  doi = {10.1016/j.physa.2011.05.033},
  url = {http://www.sciencedirect.com/science/article/pii/S0378437111004390},
  keywords = {Empirical power laws;Excitable social system;Statistical human dynamics}
}

@ARTICLE{klimek2010edav011901,
  author = {Klimek, P.~ and Thurner, S.~ and Hanel, R.~},
  title = {Evolutionary Dynamics from a Variational Principle.},
  journal = {Physical Review E, Statistical, Nonlinear, and Soft Matter Physics},
  year = {2010},
  volume = {82},
  number = {1},
  pages = {011901},
  issn = {1550-2376 1539-3755},
  doi = {10.1103/PhysRevE.82.011901},
  keywords = {Animals;Humans;Computer Simulation;*Models;Statistical;*Models;Genetic;*Biological Evolution;*Genetics;Population;*Extinction;Biological;Genetic Fitness/*genetics;Predatory Behavior/*physiology}
}