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K

Karel G.M. Moons

UMC Utrecht

131H-index
686Paper Count
9.8WCitation Count
Published Papers 355
Publication Date
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AI-assisted scoping review of code sharing in clinical prediction model research
errNature Medicine
IF50
err2026-10-09
err0
errOAAI
errThomas Sounack; Raffaele Giancotti; Catherine A. Gao; Lasai Barreñada; Hyeonhoon Lee; Hyung-Chul Lee; Leo Anthony Celi; Karel G. M. Moons; Gary S. Collins; Charlotta Lindvall; Tom Pollard
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errSave
MAGIC: an international network for evaluating generative artificial intelligence in global health
errNature Medicine
IF50
err2026-10-06
err0
PREAI
errRui Yang; Weihao Xuan; Tianyu Liu; Danielle S. Bitterman; Gary S. Collins; Karthik Adapa; Kwesi Nyan Amissah-Arthur; Tianxi Cai; Simão Campos; Hanqun Cao; Josip Car; Carol Y. Cheung; Mona Diab; Chido Dzinotyiwei; Siqi Ge; Marzyeh Ghassemi; Ethan Goh; Benjamin Alan Goldstein; Mary-Anne Hartley; Yulan He; Pheng Ann Heng; Chuan Hong; Michelle María Jiménez de Tavárez; Yuhe Ke; Pearse A. Keane; Eva C. Keller; Rubayat Khan; Phuoc V. Le; Marc Lecoultre; Jisan Lee; Huitao Li; Yuan Luo; Vukosi Marivate; Bilal A. Mateen; Melissa D. McCradden; Maryam Mustafa; Joyce Nakatumba-Nabende; Yilin Ning; Jasmine Chiat Ling Ong; Yifan Peng; Sameer Pujari; Ihsan Ayyub Qazi; Dino Rech; Iain Beehuat Tan; Patrick Tan; Douglas Teodoro; Yih Chung Tham; Arun James Thirunavukarasu; Daniel Shu Wei Ting; Lorainne Tudor Car; Joao Ricardo Nickenig Vissoci; Chunhua Weng; Matthew Yu Heng Wong; Yunze Xiao; Xuhai Xu; Carl Yang; Naoto Yokoya; Kunyu Yu; Chaofan Zhang; Rui Zhang; James Zou; Karel G. M. Moons; Nigam H. Shah; Tien Yin Wong; Eric J. Topol; Nan Liu
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errSave
The Inclusion and Intended Use of Prediction Models in Clinical Guidelines: A systematic review of five clinical domains in four countries
errJournal of Clinical Epidemiology
IF5.2
err2026-04-21
err0
errOAAI
errEmilie de Kanter; Robin W.M. Vernooij; Linde Huis in ’t Veld; Ewoud Schuit; Karel G.M. Moons; Lotty Hooft; Johanna A.A.G. Damen
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errSave
Preliminary appraisal of machine learning based prediction models
errJournal of Clinical Epidemiology
IF5.2
err2026-03-25
err0
errOAAI
errAlex Carriero; Anne A.H. de Hond; Karel G.M. Moons; Maarten van Smeden
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errSave
Adherence to TRIPOD+AI guideline: An updated reporting assessment tool
errJournal of Clinical Epidemiology
IF5.2
err2025-12-23
err0
errOAAI
errEmilie de Kanter; Tabea Kaul; Pauline Heus; Tom M. de Groot; René Harmen Kuijten; Johannes B. Reitsma; Gary S. Collins; Lotty Hooft; Karel G.M. Moons; Johanna A.A. Damen
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errSave
Explainable AI in healthcare: to explain, to predict, or to describe?
errDiagnostic and Prognostic Research
IF2.6
err2025-12-01
err1
errOAAI
errCarriero, Alex; de Hond, Anne; Cappers, Bram; Paulovich, Fernando; Abeln, Sanne; Moons, Karel G. M.; van Smeden, Maarten
errShare
errSave
Network meta-analysis of prediction models using aggregate or individual participant data - A scoping review and recommendations for reporting and conduct
errJournal of Clinical Epidemiology
IF5.2
err2025-10-03
err0
errOAAI
errMaerziya Yusufujiang; Johanna A.A. Damen; Demy L. Idema; Ewoud Schuit; Karel G.M. Moons; Valentijn M.T. de Jong
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errSave
Write Your Abstracts Carefully - The Impact of Abstract Reporting Quality on Findability by Semi-Automated Title-Abstract Screening Tools
errJournal of Clinical Epidemiology
IF5.2
err2025-09-24
err0
PREAI
errI. Spiero; A.M. Leeuwenberg; K.G.M. Moons; L. Hooft; J.A.A. Damen
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errSave
Evaluation of semi-automated record screening methods for systematic reviews of prognosis studies and intervention studies
errRESEARCH SYNTHESIS METHODS
IF6.1
err2025-07-01
err0
errOAAI
errSpiero, Isa; Leeuwenberg, Artuur M.; Moons, Karel G. M.; Hooft, Lotty; Damen, Johanna A. A.
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errSave
Is frailty incremental to the 4C Mortality model for mortality risk prediction in hospitalized older individuals with COVID-19 disease?
errJournal of Clinical Epidemiology
IF5.2
err2025-06-23
err0
errOAAI
errAnum Zahra; Bas F.M. van Raaij; Maarten van Smeden; Rishi K. Gupta; Jacobijn Gussekloo; Kim Luijken; Karel G.M. Moons; Simon P. Mooijaart; Raymond Noordam; Anne A.H. de Hond
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errSave
Importance of sample size on the quality and utility of AI-based prediction models for healthcare
errlancet digital health
IF0
err2025-06-01
err0
errOAAI
errRichard D Riley; Joie Ensor; Kym I E Snell; Lucinda Archer; Rebecca Whittle; Paula Dhiman; Joseph Alderman; Xiaoxuan Liu; Laura Kirton; Jay Manson-Whitton; Maarten van Smeden; Karel G Moons; Krishnarajah Nirantharakumar; Jean-Baptiste Cazier; Alastair K Denniston; Ben Van Calster; Gary S Collins
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errSave
Plug-and-play use of tree-based methods: consequences for clinical prediction modeling
errJournal of Clinical Epidemiology
IF5.2
err2025-05-19
err0
errOAAI
errLotta M. Meijerink; Ewoud Schuit; Karel G.M. Moons; Artuur M. Leeuwenberg
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errSave
Charlson comorbidity index has no incremental value for mortality risk prediction in nursing home residents with COVID-19 disease
errBMC GERIATRICS
IF3.8
err2025-01-30
err0
errOAAI
errZahra, Anum; van Smeden, Maarten; Elders, Petra J. M.; Festen, Jan; Gussekloo, Jacobijn; Joling, Karlijn J.; van Loon, Anouk; Luijken, Kim; Melis, Rene J. F.; Mooijaart, Simon P.; Moons, Karel G. M.; Peeters, Geeske; Polinder-Bos, Harmke A.; Wouters, Fenne; de Hond, Anne
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errSave
Methodological quality assessment tools for diagnosis and prognosis research: overview and guidance
errJOURNAL OF CLINICAL EPIDEMIOLOGY
IF5.2
err2025-01-01
err0
errOAAI
errKaul, Tabea; Kellerhuis, Bas E.; Damen, Johanna A. A.; Schuit, Ewoud; Jenniskens, Kevin; van Smeden, Maarten; Reitsma, Johannes B.; Hooft, Lotty; Moons, Karel G. M.; Yang, Bada
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errSave
Added value of inflammatory markers to vital signs for predicting mortality in patients with suspected infection: external validation and model development
errINTERNAL AND EMERGENCY MEDICINE
IF3.8
err2024-11-20
err1
PREAI
errTakada, Toshihiko; Hoogland, Jeroen; Fujii, Kotaro; Kudo, Masataka; Sasaki, Sho; Yano, Tetsuhiro; Yagi, Yu; Fujiishi, Ryuto; Moons, Karel G. M.; Fukuhara, Shunichi
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errSave
An ethics assessment tool for artificial intelligence implementation in healthcare: CARE-AI
errNATURE MEDICINE
IF50
err2024-10-18
err2
PREAI
errNing, Yilin; Liu, Xiaoxuan; Collins, Gary S.; Moons, Karel G. M.; McCradden, Melissa; Ting, Daniel Shu Wei; Ong, Jasmine Chiat Ling; Goldstein, Benjamin Alan; Wagner, Siegfried K.; Keane, Pearse A.; Topol, Eric J.; Liu, Nan
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errSave
The use of imputation in clinical decision support systems: a cardiovascular risk management pilot vignette study among clinicians
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2024-08-10
err0
errOAAI
errHaitjema, Saskia; Nijman, Steven W. J.; Verkouter, Inge; Jacobs, John J. L.; Asselbergs, Folkert W.; Moons, Karel G. M.; Beekers, Ines; Debray, Thomas P. A.; Bots, Michiel L.
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errSave
SPIN-PM: a consensus framework to evaluate the presence of spin in studies on prediction models
errJOURNAL OF CLINICAL EPIDEMIOLOGY
IF5.2
err2024-06-01
err3
errOAAI
errNavarro, Constanza L. Andaur; Damen, Johanna A. A.; Ghannad, Mona; Dhiman, Paula; van Smeden, Maarten; Reitsma, Johannes B.; Collins, Gary S.; Riley, Richard D.; Moons, Karel G. M.; Hooft, Lotty
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errSave
Prediction of individual lifetime cardiovascular risk and potential treatment benefit: development and recalibration of the LIFE-CVD2 model to four European risk regions
errEUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY
IF7.5
err2024-05-16
err4
errOAAI
errHageman, Steven H. J.; Kaptoge, Steven; de Vries, Tamar, I; Lu, Wentian; Kist, Janet M.; van Os, Hendrikus J. A.; Numans, Mattijs E.; Laell, Kristi; Bobak, Martin; Pikhart, Hynek; Kubinova, Ruzena; Malyutina, Sofia; Pajak, Andrzej; Tamosiunas, Abdonas; Erbel, Raimund; Stang, Andreas; Schmidt, Boerge; Schramm, Sara; Bolton, Thomas R.; Spackman, Sarah; Bakker, Stephan J. L.; Blaha, Michael; Boer, Joalnda M. A.; Bonnefond, Amelie; Brenner, Hermann; Brunner, Eric J.; Cook, Nancy R.; Davidson, Karina; Dennison, Elaine; Donfrancesco, Chiara; Doerr, Marcus; Floyd, James S.; Ford, Ian; Fu, Michael; Gansevoort, Ron T.; Giampaoli, Simona; Gillum, Richard F.; Gomez-de-la-Camara, Agustin; Haheim, Lise Lund; Hansson, Per-Olof; Harms, Peter; Humphries, Steve E.; Ikram, M. Kamran; Jukema, J. Wouter; Kavousi, Maryam; Kiechl, Stefan; Kucharska-Newton, Anna; Pablos, David Lora; Matsushita, Kunihiro; Meyer, Haakon E.; Moons, Karel G. M.; Mortensen, Martin Bodtker; Muilwijk, Mirthe; Nordestgaard, Borge G.; Packard, Chris; Pamieri, Luigi; Panagiotakos, Demosthenes; Peters, Annette; Potier, Louis; Providencia, Rui; Psaty, Bruce M.; Ridker, Pau M.; Rodriguez, Beatriz; Rosengren, Annika; Sattar, Naveed; Schoettker, Ben; Schwartz, Joseph E.; Shea, Steven; Shipley, Martin J.; Sofat, Reecha; Thorand, Barbara; Verschuren, W. M. Monique; Voelzke, Henry; Wareham, Nicholas J.; Westbury, Leo; Willeit, Peter; Zhou, Bin; Danesh, John; Visseren, Frank L. J.; Di Angelantonio, Emanuele; Pennells, Lisa; Dorresteijn, Jannick A. N.
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errSave
TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
errBMJ-BRITISH MEDICAL JOURNAL
IF42.7
err2024-04-16
err103
errOAAI
errCollins, Gary S.; Moons, Karel G. M.; Dhiman, Paula; Riley, Richard; Beam, Andrew L.; Van Calster, Ben; Ghassemi, Marzyeh; Liu, Xiaoxuan; Reitsma, Johannes B.; van Smeden, Maarten; Boulesteix, Anne-Laure; Camaradou, Jennifer Catherine; Celi, Leo Anthony; Denaxas, Spiros; Denniston, Alastair K.; Glocker, Ben; Golub, Robert M.; Harvey, Hugh; Heinze, Georg; Hoffman, Michael M.; Kengne, Andre Pascal; Lam, Emily; Lee, Naomi; Loder, Elizabeth W.; Maier-Hein, Lena; Mateen, Bilal A.; McCradden, Melissa; Oakden-Rayner, Lauren; Ordish, Johan; Parnell, Richard; Rose, Sherri; Singh, Karandeep; Wynants, Laure; Logullo, Patricia
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Research Directions

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Co-authors
Cooperation Journals
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