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Ewout W. Steyerberg

university medical center utrecht

176H-index
1.9KPaper Count
16.2WCitation Count
Published Papers 827
Publication Date
Recent criteria and simple rules agreed often on required sample size for developed clinical prediction models
err2026-08-12
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errEwout Steyerberg; Toby Hackmann; Ben van Calster; Maarten van Smeden; Laure Wynants
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Navigating fairness in artificial intelligence-based prediction models: theoretical constructs and practical applications
err2026-08-11
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errSiri L van der Meijden; Yuqing Wang; Madelena Y Ng; Sesmu M Arbous; Bart F Geerts; Ewout W Steyerberg; Tina Hernandez-Boussard
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Liver transplant outcomes of deceased donor types following normothermic machine perfusion: a meta-analysis
err2026-01-22
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errAbraham M.P. den Dekker; Alexander Franssen; Ewout W. Steyerberg; Hwai-Ding Lam; Jason B. Doppenberg; Ian P.J. Alwayn
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Sample size considerations to assess sex-related treatment effects
err2026-01-01
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PREAI
errPeters, Sanne A. E.; Woodward, Mark; Den Ruijter, Hester M.; Zuidgeest, Mira G. P.; Berwanger, Otavio; Grobbee, Diederick E.; Steyerberg, Ewout W.; Hooft, Lotty; Van Der Graaf, Rieke; Van Der Bijl, Marte F.; Roeters Van Lennep, Jeanine E.; Van Spall, Harriette G. C.; Boersma, Eric
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Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance
err2025-12-13
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errBen Van Calster; Gary S Collins; Andrew J Vickers; Laure Wynants; Kathleen F Kerr; Lasai Barreñada; Gael Varoquaux; Karandeep Singh; Karel GM Moons; Tina Hernandez-Boussard; Dirk Timmerman; David J McLernon; Maarten van Smeden; Ewout W Steyerberg
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Effective sample size for individual risk predictions: quantifying uncertainty in machine learning models
err2025-11-29
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errDoranne Thomassen; Toby Hackmann; Jelle Goeman; Ewout Steyerberg; Saskia le Cessie
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Predicting Outcome and Duration of Mechanical Ventilation in Acute Hypoxemic Respiratory Failure: The PREMIER Study
err2025-11-07
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errJesús Villar; Jesús M. González-Martín; Cristina Fernández; Juan A. Soler; Marta Rey-Abalo; Juan M. Mora-Ordóñez; Ramón Ortiz-Díaz-Miguel; Lorena Fernández; Isabel Murcia; Denis Robaglia; José M. Añón; Carlos Ferrando; Dácil Parrilla; Ana M. Dominguez-Berrot; Pilar Cobeta; Domingo Martínez; Ana Amaro-Harpigny; David Andaluz-Ojeda; M. Mar Fernández; Estrella Gómez-Bentolila; Ewout W. Steyerberg; Luigi Camporota; Tamas Szakmany
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Using SCORE2 with a risk chart or online calculator: impact on model performance, treatment eligibility, and cardiovascular disease prevention
err2025-11-01
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errHageman, Steven H. J.; Kaptoge, Stephen; Gynnild, Mari N.; Holtrop, Joris; Pennells, Lisa; Mcevoy, J. William; Bobak, Martin; Pajak, Andrzej; Pikhart, Hynek; Tamosiunas, Abdonas; Smulders, Yvo M.; Mach, Francois; Carballo, David; Steyerberg, Ewout W.; Dorresteijn, Jannick A. N.; Di Angelantonio, Emanuele; Wood, Angela M.; Visseren, Frank L. J.
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Effective Sample Size for the Kaplan-Meier Estimator: A Valuable Measure of Uncertainty?
err2025-10-01
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PREAI
errHackmann, Toby; Thomassen, Doranne; Stiggelbout, Anne M.; le Cessie, Saskia; Putter, Hein; de Wreede, Liesbeth C.; Steyerberg, Ewout W.
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Swedish prediction model for obstetric anal sphincter injury – need for external validation, continuous updates, and accurate antenatal fetal weight estimation
err2025-09-02
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PREAI
errJennie Larsudd-Kåverud; Sigvard Åkervall; Mattias Molin; Ida E.K. Nilsson; Ewout W. Steyerberg; Ian Milsom; Maria Gyhagen
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Prognostication and treatment predictions for estrogen receptor positive early-stage breast cancer: incorporating the 70-gene signature into the PREDICT prognostication model
err2025-07-19
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PREAI
errEllen G. Engelhardt; Mary Ann E. Binuya; Paul D.P. Pharoah; Coralie Poncet; Emiel J.T. Rutgers; Martine Piccart; Fatima Cardoso; Laura J. van ‘t Veer; Ewout W. Steyerberg; Sabine C. Linn; Marjanka K. Schmidt
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Predicting obstetric anal sphincter injury in the first and second vaginal delivery and after a cesarean delivery: development and validation of an intrapartal model
err2025-07-01
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errOAAI
errLarsudd-Kaverud, Jennie; Akervall, Sigvard; Molin, Mattias; Nilsson, Ida EK.; Steyerberg, Ewout W.; Milsom, Ian; Gyhagen, Maria
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Blood-Based Biomarkers for Improved Characterization of Traumatic Brain Injury: Recommendations from the 2024 National Institute for Neurological Disorders and Stroke Traumatic Brain Injury Classification and Nomenclature Initiative Blood-Based Biomarkers Working Group
err2025-05-20
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PREAI
errJeffrey J. Bazarian; Henrik Zetterberg; András Buki; Bradley A. Dengler; Ramon Diaz-Arrastia; Frederick K. Korley; Rachel Lazarus; Timothy B. Meier; Stefania Mondello; Kasey Moritz; David O. Okonkwo; Linda Papa; James B. Phillips; Jussi P. Posti; Ava M. Puccio; Stephanie Sloley; Ewout Steyerberg; Kevin K. Wang; Hibah O. Awwad; Kristen Dams-O’Connor; Adele Doperalski; Andrew I.R. Maas; Michael A. McCrea; Nsini Umoh; Geoffrey T. Manley
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EULAR/American College of Rheumatology Risk Stratification Criteria for Development of Rheumatoid Arthritis in the Risk Stage of Arthralgia
err2025-05-08
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PREAI
errvan Steenbergen, Hanna W.; Doornkamp, Frank; Alivernini, Stefano; Backlund, John; Codreanu, Catalin; Cohen, Stanley B.; Combe, Bernard; Cope, Andrew P.; Deane, Kevin D.; England, Bryant R.; Falahee, Marie; de Jong, Pascal H. P.; Kleyer, Arnd; Lacaille, Diane; Maat, Bertha; Mankia, Kulveer; van Mulligen, Elise; Nagy, Gyoergy; O'Neil, Liam J.; Rodamaker, Linda; Sahbudin, Ilfita; van Schaardenburg, Dirkjan; Sepriano, Alexandre; da Silva, Jose A. P.; De Smet, Lukas; Sparks, Jeffrey A.; Steyerberg, Ewout W.; Studenic, Paul; Wethington, Elisabeth; Landewe, Robert L.; Raza, Karim; van der Helm-van Mil, Annette H. M.
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Hounsfield unit measurements to predict odontoid fracture union in elderly patients: posthoc subgroup analysis from an international prospective comparative study
err2025-05-07
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errJeroen G.J. Huybregts; Wilco C.H. Jacobs; Luc W.F. van Haaster; Emma K. Ruitenbeek; Mark P. Arts; Michael Osti; Willem-Bart M. Slooff; F. Cumhur Öner; Sasha Gulati; Natasha M. Appelman-Dijkstra; Ewout W. Steyerberg; Geert J. Lycklama à Nijeholt; Wilco C. Peul; Carmen L.A. Vleggeert-Lankamp
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Validation of the acutely presenting older patient screener for short term mortality prediction in older patients hospitalized for COVID-19
err2025-04-01
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errSmits, Rosalinde A. L.; van Raaij, Bas F. M.; Jansen, Steffy W. M.; van der Bol, Jessica M.; van der Linden, Carolien M. J.; Polinder-Bos, Harmke A.; Willems, Hanna C.; Steyerberg, Ewout W.; van Smeden, Maarten; Gussekloo, Jacobijn; Mooijaart, Simon P.; Trompet, Stella
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Privacy-Preserving Federated Learning (FL) Across the Modern International Data Sets of TRACK-TBI and CENTER-TBI: Developing the IMPACT-FL Prognostic Model
err2025-04-01
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PREAI
errBelton, Patrick; Torres-Espin, Abel; Wong, Justin; Hinson, H. E.; Kuipers, Thomas; Hoekstra, Bart; Jain, Sonia; Sun, Xiaoying; Yue, John K.; Pisica, Dana; Mikolic, Ana; Markowitz, Amy; Ferguson, Adam; Menon, David K.; Maas, Andrew Ian Ramsay; Steyerberg, Ewout W.; Manley, Geoffrey T.; Blalock, Jonathan
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Early Prediction of ICU Mortality in Patients with Acute Hypoxemic Respiratory Failure Using Machine Learning: The MEMORIAL Study
err2025-03-01
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errVillar, Jesus; Gonzalez-Martin, Jesus M.; Fernandez, Cristina; Anon, Jose M.; Ferrando, Carlos; Mora-Ordonez, Juan M.; Martinez, Domingo; Mosteiro, Fernando; Ambros, Alfonso; Fernandez, Lorena; Murcia, Isabel; Vidal, Anxela; Pestana, David; Romera, Miguel A.; Montiel, Raquel; Dominguez-Berrot, Ana M.; Soler, Juan A.; Gomez-Bentolila, Estrella; Steyerberg, Ewout W.; Szakmany, Tamas
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Prehabilitation for delirium prevention in elderly patients with chronic limb threatening ischemia
err2025-02-01
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PREAI
errMeulenbroek, Anne Lise; Lanssens, Gerdjan; Fourneau, Inge; Buimer, Matthijs G.; de Groot, Hans G. W.; Veen, Eelco J.; Ho, Gwan H.; van Gorkom, Rebecca; Toonders, Fleur; Steyerberg, Ewout W.; Faes, Miriam C.; van der Laan, Lijckle
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