Papers matching “prediction model performance” 1,839
Not finding it? Sign in to also search OpenAlex live.
-
Does poor methodological quality of prediction modeling studies translate to poor model performance? An illustration in traumatic brain injury2022 Diagnostic and Prognostic Research article Decision Sciences Meta-analysis and systematic reviews Open access
Isabel Retel Helmrich, Ana Mikolić, David M. Kent, Hester Floor Lingsma, Laure Wynants, Ewout Willem Steyerberg, +1 more
16citations -
Large health disparities in the performance of the SCORE2 cardiovascular risk prediction model in an ethnic and socioeconomic diverse population2023 European Journal of Preventive Cardiology article Medicine Health Promotion and Cardiovascular Prevention Open access
Janet M Kist, Rimke Cathelijne Vos, Albert T.A. Mairuhu, Jeroen Nathan Struijs, P G Peet Van, Hedwig M. M. Vos, +5 more
0citations -
ROC curves for clinical prediction models part 1. ROC plots showed no added value above the AUC when evaluating the performance of clinical prediction models2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Jan Yvan Jos Verbakel, Ewout Willem Steyerberg, Hajime Uno, B. De Cock, Laure Wynants, Professor Gary S. Collins, +1 more
141citations -
Added value of the tumor-stroma ratio to the PREDICT model for breast cancer2026 The Breast article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Sophie C. Hagenaars, Tom A. Hueting, Frederike Dieleman, Judith R. Kroep, Ewout Willem Steyerberg, Emad A. Rakha, +4 more
0citations -
Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models2022 Annals of Internal Medicine article Mathematics Statistical Methods in Epidemiology Open access
David J. McLernon, Daniele Giardiello, Ben Van Calster, Laure Wynants, Nan van Geloven, Maarten van Smeden, +18 more
164citations -
Weighted metrics are required when evaluating the performance of prediction models in nested case–control studies2024 BMC Medical Research Methodology article Mathematics Statistical Methods in Epidemiology Open access
Barbara Rentroia‐Pacheco, Domenico Bellomo, Inge M. M. Lakeman, Marlies Wakkee, Loes M. Hollestein, David V. Klaveren
9citations -
Prediction of Cardiovascular Disease Mortality in a Middle Eastern Country: Performance of the Globorisk and Score Functions in Four Population-Based Cohort Studies of Iran2020 International Journal of Health Policy and Management article Medicine Health Promotion and Cardiovascular Prevention Open access
Noushin Fahimfar, Akbar Fotouhi, Mohammad Alì Mansournia, Reza Malekzadeh, Nizal Sarrafzadegan, Fereidoun Azizi, +14 more
9citations -
A prediction model for response to immune checkpoint inhibition in advanced melanoma2024 International Journal of Cancer article Medicine Cancer Immunotherapy and Biomarkers Open access
Isabella A.J. van Duin, Rik Jasper Verheijden, P. J. van Diest, Willeke A.M. Blokx, Mary‐Ann El‐Sharouni, Joost J.C. Verhoeff, +19 more
7citations -
Performance of the revised World Health Organization cardiovascular disease risk prediction models for the Middle East and North Africa: a validation study in the Tehran Lipid and Glucose Study2025 Journal of Clinical Epidemiology article Medicine Health Promotion and Cardiovascular Prevention Open access
Mahin Nomali, Mehdi Yaseri, Saharnaz Nedjat, Fereidoun Azizi, Mohammad Alì Mansournia, Hossein Navid, +5 more
5citations -
Evaluation of Machine Learning Model Performance in Diabetic Foot Ulcer: Retrospective Cohort Study2025 JMIR Medical Informatics article Medicine Diabetic Foot Ulcer Assessment and Management Open access
Veerle van Velze, Hendrico L Burger, Tim J. van der Steenhoven, Hani Alers, Lauren N. Goncalves, Daniël Eefting, +9 more
2citations -
Predictive averaging and Rubin’s rule-based model pooling to predict survival risk with imputations in the presence of missing patient data: methodology and verification using two case studies and simulations2026 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access
Bart J.A. Mertens, Lars L. J. van der Burg, Erwan Donal, Nina Ajmone Marsan, Liesbeth C. de Wreede
1citations -
Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study2020 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access
Ben Van Calster, Maarten van Smeden, B. De Cock, Ewout Willem Steyerberg
124citations -
Development and external validation of prediction models to predict implantable cardioverter-defibrillator efficacy in primary prevention of sudden cardiac death
Tom E. Verstraelen, Marit van Barreveld, Pascal F.H.M. van Dessel, Lucas V.A. Boersma, Peter-Paul H.M. Delnoy, Anton E. Tuinenburg, +37 more
37citations -
Incorporating progesterone receptor expression into the PREDICT breast prognostic model2022 European Journal of Cancer article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Isabelle Grootes, Renske Keeman, Fiona M. Blows, Roger Laughlin Milne, Graham G. Giles, Anthony J. Swerdlow, +94 more
24citations -
Development and validation of a machine learning model to predict cognitive behavioral therapy outcome in obsessive-compulsive disorder using clinical and neuroimaging data2025 Journal of Affective Disorders article Psychology Obsessive-Compulsive Spectrum Disorders Open access
Laurens A. van de Mortel, Willem B. Bruin, Pino Alonso, Sara Bertolín, Jamie D. Feusner, Joyce Y. Guo, +16 more
6citations