Papers matching “prediction model evaluation” 37
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The Significance of a Cerebrovascular Accident Outcome Prediction Model for Patients, Family Members, and Health Care Professionals: Qualitative Evaluation Study2024 JMIR Human Factors article Health Professions Patient-Provider Communication in Healthcare Open access
Corinne G. Allaart, Sanne van Houwelingen, Pieter H. E. Hilkens, Aart van Halteren, Douwe H. Biesma, Lea Magdalena Dijksman, +1 more
1citations -
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 -
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 -
Evaluating the effectiveness of a risk prediction model (PERSARC) on improving treatment decisions quality for patients with soft-tissue sarcomas: the VALUE-PERSARC study2025 BMC Medical Informatics and Decision Making article Health Professions Patient-Provider Communication in Healthcare Open access
Anouk A. Kruiswijk, Perla J. Marang‐van de Mheen, Lisa AE Vlug, Ellen G. Engelhardt, Marta F. Fiocco, Rick L. Haas, +8 more
3citations -
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 -
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 -
Let’s ask the patient: disease prediction based on patients’ symptom descriptions in free text2025 Rheumatology Advances in Practice article Health Professions Artificial Intelligence in Healthcare Open access
Inés Pérez-Sancristóbal, Nils Steinz, Ling Qin, Tjardo Daniël Maarseveen, Floor Dijkstra Zegers, Barbara Bislawska Axnäs, +2 more
0citations -
(Cost-)effectiveness of an individualised risk prediction tool (PERSARC) on patient’s knowledge and decisional conflict among soft-tissue sarcomas patients: protocol for a parallel cluster randomised trial (the VALUE-PERSARC study)
Anouk A. Kruiswijk, Michiel A. J. van de Sande, Rick L. Haas, M. Elske van den Akker‐van Marle, Ellen G. Engelhardt, Perla J. Marang‐van de Mheen, +1 more
4citations -
Applying an Extended UTAUT2 Model to Explain User Acceptance of Lifestyle and Therapy Mobile Health Apps: Survey Study2021 JMIR mhealth and uhealth article Health Professions Mobile Health and mHealth Applications Open access
Eva-Maria Schomakers, Chantal Lidynia, Luisa Vervier, André Sergej Calero Valdez, Martina Ziefle
149citations -
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 -
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 -
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