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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.
Research Interests
Papers共 665 篇Author StatisticsCo-AuthorSimilar Experts
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arxiv(2024)
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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
Anne de Hond, Tuur Leeuwenberg,Richard Bartels,Marieke van Buchem,Ilse Kant,Karel GM Moons,Maarten van Smeden
The Lancet Digital healthno. 7 (2024): e441-e443
Pauline Heus,Demy L. Idema, Emma Kruithof,Johanna A. A. G. Damen, Maud S. Verhoef-Jurgens,Johannes B. Reitsma,Karel G. M. Moons,Lotty Hooft
Gary S. Collins,Karel G. M. Moons,Paula Dhiman,Richard Riley,Andrew L. Beam,Ben Van Calster,Marzyeh Ghassemi,Xiaoxuan Liu,Johannes B. Reitsma,Maarten van Smeden,Anne-Laure Boulesteix,Jennifer Catherine Camaradou,Leo Anthony Celi,Spiros Denaxas,Alastair K. Denniston,Ben Glocker,Robert M. Golub,Hugh Harvey,Georg Heinze,Michael M. Hoffman,Andre Pascal Kengne,Emily Lam,Naomi Lee,Elizabeth W. Loder,Lena Maier-Hein,Bilal A. Mateen,Melissa McCradden,Lauren Oakden-Rayner,Johan Ordish, Richard Parnell,Sherri Rose,Karandeep Singh,Laure Wynants,Patricia Logullo
BMJ-BRITISH MEDICAL JOURNAL (2024)
Anum Zahra,Maarten van Smeden,Evertine J. Abbink,Jesse M. van den Berg,Marieke T. Blom,Carline J. van den Dries,Jacobijn Gussekloo,Fenne Wouters,Karlijn J. Joling,Rene Melis,Simon P. Mooijaart,Jeannette B. Peters,Harmke A. Polinder-Bos,Bas F. M. van Raaij,Brent Appelman,Hannah M. la Roi-Teeuw,Karel G. M. Moons,Kim Luijken
JOURNAL OF CLINICAL EPIDEMIOLOGY (2024)
BMJ (Clinical research ed) (2024): e074819-e074819
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 Baumgartner,Matthias Eisenmann,Doreen Heckmann-Nötzel,Tim Rädsch,Laura Acion,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,Adrian Galdran,Bram van Ginneken,Robert Haase,Daniel A. Hashimoto,Michael M. Hoffman,Merel Huisman,Pierre Jannin,Charles E. Kahn,Dagmar Kainmueller,Bernhard Kainz,Alexandros Karargyris,Alan Karthikesalingam,Florian Kofler,Annette Kopp-Schneider,Anna Kreshuk,Tahsin Kurc,Bennett A. Landman,Geert Litjens,Amin Madani,Klaus 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 Saez-Rodriguez,Clara I. Sánchez,Shravya Shetty,Maarten van Smeden,Ronald M. Summers,Abdel A. Taha,Aleksei Tiulpin,Sotirios A. Tsaftaris,Ben Van Calster,Gaël Varoquaux,Paul F. Jäger
Nature Methodsno. 2 (2024): 195-212
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Author Statistics
#Papers: 666
#Citation: 62645
H-Index: 112
G-Index: 239
Sociability: 8
Diversity: 4
Activity: 130
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