Papers matching “prediction model performance” 41
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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 -
POS1131 Prediction Models for Rheumatic Diseases: From Clinical Simplicity to Data-Driven Complexity with Patient-reported Symptoms for an Online Symptom Checker2025 Annals of the Rheumatic Diseases conference-abstract Health Professions Artificial Intelligence in Healthcare Open access
F. Zegers, Ling Qin, Daniyal Selani, Erik B. van den Akker, Ewout Willem Steyerberg, Rachel Knevel, +1 more
0citations -
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 -
External validation and further exploration of fall prediction models based on questionnaires and daily-life trunk accelerometry2022 bioRxiv (Cold Spring Harbor Laboratory) preprint 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
1citations -
ABS0413 LET'S ASK THE PATIENT: DISEASE PREDICTION BASED ON FREE-TEXT SYMPTOM DESCRIPTIONS2025 Annals of the Rheumatic Diseases conference-abstract Health Professions Artificial Intelligence in Healthcare Open access
Inés Pérez-Sancristóbal, Nils Steinz, Tjardo Daniël Maarseveen, Floor Dijkstra Zegers, Barbara Bislawska Axnäs, Luis Rodríguez‐Rodríguez, +1 more
0citations -
Using Explainable Artificial Intelligence Models (ML) to Predict Suspected Diagnoses as Clinical Decision Support2022 Studies in health technology and informatics book-chapter Health Professions Artificial Intelligence in Healthcare Open access
Zully Ritter, Stefan Vogel, Frank Christian Schultze, Kerstin Pischek-Koch, Wiebke Schirrmeister, Felix Walcher, +4 more
6citations -
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 -
When the whole is greater than the sum of its parts: why machine learning and conventional statistics are complementary for predicting future health outcomes2025 Clinical Kidney Journal review Health Professions Artificial Intelligence in Healthcare Open access
Roemer J. Janse, Ameen Abu–Hanna, Iacopo Vagliano, Vianda S Stel, Kitty J. Jager, Giovanni Luigi Tripepi, +3 more
10citations