Papers matching “prediction model evaluation” 55
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Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Mary Ann E. Binuya, Ellen G. Engelhardt, Winnie Schats, Marjanka K. Schmidt, Ewout Willem Steyerberg
233citations -
Risk prediction tools for pressure injury occurrence: an umbrella review of systematic reviews reporting model development and validation methods2025 Diagnostic and Prognostic Research review Health Professions Pressure Ulcer Prevention and Management Open access
Bethany Hillier, Katie Scandrett, April Coombe, Tina Hernandez‐Boussard, Ewout Willem Steyerberg, Yemisi Takwoingi, +2 more
6citations -
Diagnostic management of acute pulmonary embolism: a prediction model based on a patient data meta-analysis2023 European Heart Journal review Medicine Venous Thromboembolism Diagnosis and Management Open access
Nick van Es, Toshihiko Takada, Noémie Kraaijpoel, Frederikus Albertus Klok, Milou A.M. Stals, Harry Roger Buller, +17 more
50citations -
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review2023 Journal of Clinical Epidemiology review Decision Sciences Meta-analysis and systematic reviews Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
41citations -
Developing a multivariable prediction model to support personalized selection among five major empirically-supported treatments for adult depression. Study protocol of a systematic review and individual participant data network meta-analysis
Ellen Driessen, Orestis Efthimiou, Frederik J. Wienicke, Jasmijn Breunese, Pim Cuijpers, Thomas P. A. Debray, +9 more
7citations -
Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance2025 The Lancet Digital Health review Medicine Artificial Intelligence in Healthcare and Education Open access
Ben Van Calster, Professor Gary S. Collins, Andrew Julian Vickers, Laure Wynants, Kathleen F. Kerr, Lasai Barreñada, +8 more
114citations -
Prediction Models and Decision Aids for Women with Ductal Carcinoma In Situ: A Systematic Literature Review2022 Cancers review Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Renée Schmitz, Erica A. Wilthagen, Frederieke H van Duijnhoven, Marja van Oirsouw, Ellen Verschuur, Rinaa Sujata Punglia, +4 more
15citations -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
138citations -
The value of pregnancy-related factors in the prediction of cardiovascular disease: a systematic review2025 International Journal of Cardiology Cardiovascular Risk and Prevention review Medicine Pregnancy and preeclampsia studies Open access
Hendrikus J. A. van Os, Janet M Kist, Rimke Cathelijne Vos, Hedwig M. M. Vos, Niels Henrik Chavannes, Annelieke H J Petrus
1citations -
Mechanism-based drug safety testing using innovative in vitro liver models: from DILI prediction to idiosyncratic DILI liability assessment2025 Expert Opinion on Drug Metabolism & Toxicology review Pharmacology, Toxicology and Pharmaceutics Drug-Induced Hepatotoxicity and Protection Open access
Sibel Bahtiri, Tessa M. S. Hagens, Bob van de Water, Marije Niemeijer
3citations -
Prediction of postnatal circulation in pulmonary atresia/critical stenosis with intact ventricular septum: systematic review and external validation of models2023 Ultrasound in Obstetrics and Gynecology review Medicine Congenital Heart Disease Studies Open access
Cecilia Villalaín, Anita J. Moon‐Grady, Ulrike Herberg, James P. Strainic, Jennifer L. Cohen, Amee M. Shah, +4 more
8citations -
ABSTRACT NUMBER: ESOC2026A999 SYSTEMATIC REVIEW AND META-ANALYSIS OF TRANSCRANIAL DOPPLER BIOMARKERS FOR THE PREDICTION OF DELAYED CEREBRAL ISCHEMIA FOLLOWING SUBARACHNOID HEMORRHAGE2026 European Stroke Journal review Medicine Intracranial Aneurysms: Treatment and Complications Open access
Hanna E. Schenck, Céline van Craenenbroeck, Sander M. J. van Kuijk, Erik D. Gommer, Michael Veldeman, Yasin Temel, +3 more
0citations -
Systematic review and meta-analysis of transcranial doppler biomarkers for the prediction of delayed cerebral ischemia following subarachnoid hemorrhage2025 Journal of Cerebral Blood Flow & Metabolism review Medicine Intracranial Aneurysms: Treatment and Complications Open access
Hanna E. Schenck, Céline van Craenenbroeck, Sander M. J. van Kuijk, Erik D. Gommer, Michael Veldeman, Yasin Temel, +3 more
16citations -
Prediction of ventricular arrhythmias and sudden cardiac death by quantification and location of late gadolinium enhancement on cardiac magnetic resonance: a systematic review and meta-analysis
Thomas Jensen, Sharif Omara, Jan M. Nielsen, Michelle Samuel, Rob J. van der Geest, Won Yong Kim, +1 more
8citations