Papers matching “prediction model performance” 25
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External validation of a prediction model for timely implementation of innovations in radiotherapy2023 Radiotherapy and Oncology article Health Professions Health Policy Implementation Science Open access
Rachelle Swart, Rianne Fijten, Liesbeth Jorinne Boersma, Petros Kalendralis, Myra D Behrendt, Martijn Ketelaars, +2 more
6citations -
Empirical analyses and simulations showed that different machine and statistical learning methods had differing performance for predicting blood pressure2022 Scientific Reports article Health Professions Artificial Intelligence in Healthcare Open access
Peter C. Austin, Frank E. Harrell, Douglas S. Lee, Ewout Willem Steyerberg
13citations -
Hospital-wide, dynamic, individualized prediction of central line-associated bloodstream infections-development and temporal evaluation of six prediction models2025 BMC Infectious Diseases article Health Professions Central Venous Catheters and Hemodialysis Open access
Elena Albu, Shan Gao, Pieter Stijnen, Frank E Rademakers, Christel Janssens, Veerle Cossey, +3 more
4citations -
Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access
Georgios Kantidakis, Hein Putter, Carlo Lancia, Jacob D. de Boer, Andries Erik Braat, Marta F. Fiocco
80citations -
External Validation and Further Exploration of Fall Prediction Models Based on Questionnaires and Daily-Life Trunk Accelerometry2024 Journal of the American Medical Directors Association article Health Professions Balance, Gait, and Falls Prevention Open access
Yuge Zhang, Roel H. A. Weijer, Kimberley S. van Schooten, Sjoerd Matthijs Bruijn, Mirjam A. G. M. Pijnappels
4citations -
Characterizing the role of early life factors in machine learning-based multimorbidity risk prediction2025 PLOS Digital Health article Health Professions Artificial Intelligence in Healthcare Open access
Vien Ngoc Dang, Charlotte A. M. Cecil, Carmine Maria Pariante, Jerónimo Hernández-González, Karim Lekadir
1citations -
Deep learning to predict long-term mortality from plain chest radiographs in patients referred for suspected angina2023 European Heart Journal article Health Professions Artificial Intelligence in Healthcare Open access
Giuseppe D’Ancona, Mattia Savardi, Mauro Massussi, Viktor van der Valk, Alberto Signoroni, Davide Farina, +4 more
0citations -
A data-driven machine learning algorithm to predict the effectiveness of inulin intervention against type II diabetes2025 Frontiers in Nutrition article Health Professions Artificial Intelligence in Healthcare Open access
Shuheng Yang, Ralf Weiskirchen, Wenjing Zheng, Xiaobo Hu, Zhiguo Liu, Hualin Wang
5citations -
Quantifying the Predictive Power of Social Determinants of Health in Cardiovascular Disease and Type 2 Diabetes Progression Using XGBoost: Retrospective Cohort Study2026 JMIR Medical Informatics article Health Professions Artificial Intelligence in Healthcare Open access
Hielke Muizelaar, M. Haas, Maarten O. van Aken, Rimke Cathelijne Vos, Marco René Spruit
0citations -
Predicting population-level vulnerability among pregnant women using routinely collected data and the added relevance of self-reported data2024 European Journal of Public Health article Health Professions Maternal and Neonatal Healthcare Open access
Joyce M. Molenaar, Ka Yin Leung, Lindsey van der Meer, Peter Paul F Klein, Jeroen Nathan Struijs, Jessica C. Kiefte–de Jong
2citations -
Development of Machine Learning Algorithms for Identifying Patients With Limited Health Literacy2024 Journal of Evaluation in Clinical Practice article Health Professions Health Literacy and Information Accessibility Open access
Dylan Koole, Oscar Yuan-Jie Shen, Amanda Lans, Tom Maarten Groot, Jorrit‐Jan Verlaan, Joseph H. Schwab
3citations -
Predicting the 9-year course of mood and anxiety disorders with automated machine learning: A comparison between auto-sklearn, naïve Bayes classifier, and traditional logistic regression2021 Psychiatry Research article Health Professions Artificial Intelligence in Healthcare Open access
Wessel Adrianus van Eeden, Chuan Wen Luo, Albert M. van Hemert, Ingrid V. E. Carlier, Brenda W.J.H. Penninx, Klaas J. Wardenaar, +2 more
55citations -
Blueprint for harmonising unstandardised disease registries to allow federated data analysis: prepare for the future2022 ERJ Open Research article Health Professions Electronic Health Records Systems Open access cited by 1 patent
Johannes Anthon Kroes, Aruna T. Bansal, Emmanuelle Berret, Nils Christian, Andreas Kremer, Anna Alloni, +10 more
19citations -
Assessment of the Adjusted Clinical Groups system in Dutch primary care using electronic health records: a retrospective cross-sectional study2021 BMC Health Services Research article Health Professions Primary Care and Health Outcomes Open access
Shelley‐Ann M. Girwar, Marta F. Fiocco, Stephen P. Sutch, Mattijs Everard Numans, Marc Abraham Bruijnzeels
10citations -
Data Resource Profile: Extramural Leiden University Medical Center Academic Network (ELAN)2024 International Journal of Epidemiology article Health Professions Medical Coding and Health Information Open access
Janet M Kist, Hedwig M. M. Vos, Rimke Cathelijne Vos, Albert T.A. Mairuhu, Jeroen Nathan Struijs, Robert R. J. M. Vermeiren, +10 more
25citations
25 results