Papers matching “prediction model performance” 2,870
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Erratum to “ROC curves for clinical prediction models part 1. ROC plots showed no added value above the AUC when evaluating the performance of clinical prediction models” [J Clin Epidemiol. 126C(2020):207-16]
Jan Yvan Jos Verbakel, Ewout Willem Steyerberg, Hajime Uno, B. De Cock, Laure Wynants, Professor Gary S. Collins, +1 more
5citations -
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 -
Prediction of the chance of successful immune tolerance induction in persons with severe hemophilia A and inhibitors: a clinical prediction model2024 Research and Practice in Thrombosis and Haemostasis article Medicine Hemophilia Treatment and Research Open access
Ilja Oomen, Amal Abdi, Ricardo Mesquita Camelo, Fábia M. R. A. Callado, Luany Elvira Mesquita Carvalho, Ilenia Lorenza Calcaterra, +21 more
3citations -
Comment on: External validation of a prognostic model to predict survival of patients with sentinel node-negative melanoma2020 British journal of surgery letter Medicine Cutaneous Melanoma Detection and Management Open access
Daniëlle Verver, A. Rekkas, Dirk Jan Grünhagen, Cornelis Kees Verhoef
1citations -
Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data
An-Kwok Ian Wong, Rishikesan Kamaleswaran, Azade Tabaie, Matthew A. Reyna, Christopher S. Josef, Chad J. Robichaux, +6 more
10citations -
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Carola Doerr, Peter Korošec, Tome Eftimov
1citations -
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization2024 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Eric Wulff, Juan Pablo García Amboage, Marcel Aach, Þorsteinn Elí Gíslason, Thorsteinn Kristinn Ingolfsson, Tomas Kristinn Ingolfsson, +6 more
4citations -
Prediction of transforaminal epidural injection success in sciatica (POTEISS): a protocol for the development of a multivariable prediction model for outcome after transforaminal epidural steroid injection in patients with lumbar radicular pain due to disc herniation or stenosis
Eduard J.A. Verheijen, Oscar B.H.A.M. van Haagen, Koene van der Sloot, M. Elske van den Akker‐van Marle, Ewout Willem Steyerberg, Carmen L. A. Vleggeert-Lankamp
2citations -
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms2023 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Panče Panov, Tome Eftimov, Carola Doerr
3citations -
A recalibrated prediction model can identify level-1 trauma patients at risk of nosocomial pneumonia2023 Archives of Orthopaedic and Trauma Surgery article Medicine Nosocomial Infections in ICU Open access
Tim Kobes, A. M. Terpstra, Frank F. A. IJpma, Luke P. H. Leenen, Roderick Marijn Houwert, Karlijn J. P. van Wessem, +2 more
4citations