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Carl Moons is professor of Clinical Epidemiology and former director of research at the Julius Center, UMC Utrecht. He is also figure head Artificial Intelligence for Health of the UMC Utrecht and Utrecht University, developed the AI strategy of the UMC Utrecht and established 5 dedicated AI labs (AI Living Technologies and Regenerative Medicine; AI Molecular Medicine; AI Imaging and Imaging guided interventions; AI Methods and Fundamentals; AI Healthy Living and Prevention).
He has directed and co-written the development of an international quality guideline for introduction of safe and effective AI in Healthcare which has been adopted in various countries. He leads two large international consortia which develop guidelines for AI in Healthcare: the TRIPOD+AI guideline for transparent and explainable reporting of AI in healthcare; and the PPROBAST+AI guideline on the assessment of quality and validity of AI algorithms in healthcare.
His scientific career (>750 peer reviewed publications, books and book chapters) focuses on research on the methods for the evaluation and introduction of medical innovations, ranging from medical drugs, robotics, tests, eHealth and AI-algorithms. He is principal investigator in numerous international clinical (epidemiology) studies funded by various national and international organisations (EU, NHS, NIH). His experience covers the full range of conduct, data analysis, reporting and dissemination of such studies, varying from studies on the evaluation of medical devices and tests for diagnosis, prognosis, screening and monitoring, to etiological studies and randomised therapeutic trials, to meta-epidemiological studies, both on aggregate and individual participant data. His main focus concerns improving the methods and approaches for evaluation and implementation of medical devices, (bio)markers and prediction models. His major expertise is introducing innovations for the design, conducting, analysis and reporting of evaluations of diagnostic and prognostic tests, devices, (bio)markers and prediction models. Clinical topics include cancer, deep vein thrombosis, stroke, heart failure and peri-operative risk assessment. He teaches graduate and postgraduate students in all aspects of clinical (epidemiological) research design, conducting, analysis and reporting, throughout the world.
He has directed and co-written the development of an international quality guideline for introduction of safe and effective AI in Healthcare which has been adopted in various countries. He leads two large international consortia which develop guidelines for AI in Healthcare: the TRIPOD+AI guideline for transparent and explainable reporting of AI in healthcare; and the PPROBAST+AI guideline on the assessment of quality and validity of AI algorithms in healthcare.
His scientific career (>750 peer reviewed publications, books and book chapters) focuses on research on the methods for the evaluation and introduction of medical innovations, ranging from medical drugs, robotics, tests, eHealth and AI-algorithms. He is principal investigator in numerous international clinical (epidemiology) studies funded by various national and international organisations (EU, NHS, NIH). His experience covers the full range of conduct, data analysis, reporting and dissemination of such studies, varying from studies on the evaluation of medical devices and tests for diagnosis, prognosis, screening and monitoring, to etiological studies and randomised therapeutic trials, to meta-epidemiological studies, both on aggregate and individual participant data. His main focus concerns improving the methods and approaches for evaluation and implementation of medical devices, (bio)markers and prediction models. His major expertise is introducing innovations for the design, conducting, analysis and reporting of evaluations of diagnostic and prognostic tests, devices, (bio)markers and prediction models. Clinical topics include cancer, deep vein thrombosis, stroke, heart failure and peri-operative risk assessment. He teaches graduate and postgraduate students in all aspects of clinical (epidemiological) research design, conducting, analysis and reporting, throughout the world.
研究兴趣
论文共 676 篇作者统计合作学者相似作者
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EUROPEAN HEART JOURNAL - DIGITAL HEALTHno. 5 (2024): 572-581
Internal and Emergency Medicine (2024)
Jack Gallifant,Majid Afshar, Saleem Ameen, Yindalon Aphinyanaphongs,Shan Chen,Giovanni Cacciamani,Dina Demner-Fushman,Dmitriy Dligach,Roxana Daneshjou, Chrystinne Fernandes, Lasse Hyldig Hansen,Adam Landman, Lisa Lehmann,Liam G McCoy,Timothy Miller,Amy Moreno, Nikolaj Munch,David Restrepo,Guergana Savova,Renato Umeton,Judy Wawira Gichoya,Gary S Collins,Karel G M Moons,Leo A Celi,Danielle S Bitterman
medRxiv the preprint server for health sciences (2024)
Saskia van Henten,Mekibib Kassa,Helina Fikre,Roma Melkamu,Tigist Mekonnen, Dilargachew Dessie,Tadele Mulaw,Tadfe Bogale, Asinakew Engidaw,Arega Yeshanew,Lieselotte Cnops,Florian Vogt,Karel G. M. Moons,Johan van Griensven,Myrthe Pareyn
OPEN FORUM INFECTIOUS DISEASESno. 4 (2024)
Lena Maier‐Hein,Annika Reinke,Patrick Godau,Minu D. Tizabi,Florian Buettner,Evangelia Christodoulou,Ben Glocker,Fabian Isensee, Jens Kleesiek,Michal Kozubek,Mauricio Reyes,Michael A. Riegler,Manuel Wiesenfarth,A. Emre Kavur,Carole H. Sudre,Michael Baumgärtner,Matthias Eisenmann,Doreen Heckmann-Nötzel,Tim Rädsch,Laura Ación,Michela Antonelli,Tal Arbel,Spyridon Bakas,Arriel Benis,Matthew B. Blaschko,M. Jorge Cardoso,Veronika Cheplygina,Beth A. Cimini,Gary S. Collins,Keyvan Farahani,Luciana Ferrer,Adrián Galdrán,Bram van Ginneken,Robert Haase, Daniel A. Hashimoto,Michael M. Hoffman,Merel Huisman,Pierre Jannin,Charles Η. Kahn,Dagmar Kainmueller,Bernhard Kainz,Alexandros Karargyris,Alan Karthikesalingam,Florian Kofler,Annette Kopp‐Schneider,Anna Kreshuk,Tahsin Kurç,Bennett A. Landman,Geert Litjens,Amin Madani,Klaus H. Maier‐Hein,Anne L. Martel,Peter Mattson,Erik Meijering,Bjoern Menze,Karel G.M. Moons,Henning Müller,Brennan Nichyporuk,Felix Nickel,Jens Petersen,Nasir Rajpoot,Nicola Rieke,Julio Sáez-Rodríguez, Clara I. Sá nchez,Shravya Shetty,Maarten van Smeden,Ronald M. Summers,Abdel Aziz Taha,Aleksei Tiulpin,Sotirios A. Tsaftaris,Ben Van Calster,Gaël Varoquaux,Paul F. Jäger
Nature methodsno. 2 (2024): 195-212
Rebecca Whittle,Joie Ensor,Lucinda Archer,Gary S. Collins,Paula Dhiman,Alastair Denniston, Joseph Alderman,Amardeep Legha,Maarten van Smeden,Karel G. Moons, Jean-Baptiste Cazier,Richard D. Riley,Kym I. E. Snell
arxiv(2024)
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Annika Reinke,Minu D. Tizabi,Michael Baumgartner,Matthias Eisenmann,Doreen Heckmann-Nötzel,A. Emre Kavur,Tim Rädsch,Carole H. Sudre,Laura Acion,Michela Antonelli,Tal Arbel,Spyridon Bakas,Arriel Benis,Florian Buettner,M. Jorge Cardoso,Veronika Cheplygina,Jianxu Chen,Evangelia Christodoulou,Beth A. Cimini,Keyvan Farahani,Luciana Ferrer,Adrian Galdran,Bram van Ginneken,Ben Glocker,Patrick Godau,Daniel A. Hashimoto,Michael M. Hoffman,Merel Huisman,Fabian Isensee,Pierre Jannin,Charles E. Kahn,Dagmar Kainmueller,Bernhard Kainz,Alexandros Karargyris,Jens Kleesiek,Florian Kofler,Thijs Kooi,Annette Kopp-Schneider,Michal Kozubek,Anna Kreshuk,Tahsin Kurc,Bennett A. Landman,Geert Litjens,Amin Madani,Klaus Maier-Hein,Anne L. Martel,Erik Meijering,Bjoern Menze,Karel G. M. Moons,Henning Müller,Brennan Nichyporuk,Felix Nickel,Jens Petersen,Susanne M. Rafelski,Nasir Rajpoot,Mauricio Reyes,Michael A. Riegler,Nicola Rieke,Julio Saez-Rodriguez,Clara I. Sánchez,Shravya Shetty,Ronald M. Summers,Abdel A. Taha,Aleksei Tiulpin,Sotirios A. Tsaftaris,Ben Van Calster,Gaël Varoquaux,Ziv R. Yaniv,Paul F. Jäger,Lena Maier-Hein
Steven H. J. Hageman, Steven Kaptoge,Tamar de Vries,Wentian Lu,Janet M. Kist,Hendrikus J. A. van Os,Mattijs E. Numans, Kristi Laell,Martin Bobak,Hynek Pikhart,Ruzena Kubinova,Sofia Malyutina,Andrzej Pajak,Abdonas Tamosiunas,Raimund Erbel,Andreas Stang,Boerge Schmidt,Sara Schramm,Thomas R. Bolton,Sarah Spackman,Stephan J. L. Bakker,Michael Blaha, Joalnda M. A. Boer, Amelie Bonnefond,Hermann Brenner,Eric J. Brunner,Nancy R. Cook,Karina Davidson,Elaine Dennison,Chiara Donfrancesco,Marcus Doerr,James S. Floyd,Ian Ford,Michael Fu,Ron T. Gansevoort,Simona Giampaoli,Richard F. Gillum,Agustin Gomez-de-la-Camara,Lise Lund Haheim,Per-Olof Hansson, Peter Harms,Steve E. Humphries,M. Kamran Ikram,J. Wouter Jukema,Maryam Kavousi,Stefan Kiechl,Anna Kucharska-Newton,David Lora Pablos,Kunihiro Matsushita,Haakon E. Meyer,Karel G. M. Moons, Martin Bodtker Mortensen,Mirthe Muilwijk,Borge G. Nordestgaard,Chris Packard, Luigi Pamieri,Demosthenes Panagiotakos,Annette Peters,Louis Potier,Rui Providencia,Bruce M. Psaty, Pau M. Ridker,Beatriz Rodriguez,Annika Rosengren,Naveed Sattar, Ben Schoettker,Joseph E. Schwartz,Steven Shea,Martin J. Shipley,Reecha Sofat,Barbara Thorand,W. M. Monique Verschuren, Henry Voelzke,Nicholas J. Wareham,Leo Westbury,Peter Willeit,Bin Zhou,John Danesh,Frank L. J. Visseren,Emanuele Di Angelantonio,Lisa Pennells,Jannick A. N. Dorresteijn
European Journal of Preventive Cardiology (2024)
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作者统计
#Papers: 683
#Citation: 57508
H-Index: 110
G-Index: 228
Sociability: 8
Diversity: 4
Activity: 105
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