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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
5citations -
Surgical team dynamics in a reflective team meeting to improve quality of care: qualitative analysis of a shared mental model2023 British journal of surgery article Health Professions Patient Safety and Medication Errors Open access
Merel J. Verhagen, Marit S. de Vos, Jan van Schaik, Joost R. van der Vorst, Abbey Schepers, Perla J. Marang‐van de Mheen, +1 more
7citations -
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 -
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 -
Validating and Improving Adjusted Clinical Group's Future Hospitalization and High-Cost Prediction Models for Dutch Primary Care2023 Population Health Management 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
1citations -
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 -
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 -
Understanding how a personalized risk prediction tool (VALUE-PERSARC) supports informed treatment decisions of soft-tissue sarcomas patients in daily clinical practice – A mixed methods study2024 European Journal of Cancer article Health Professions Patient-Provider Communication in Healthcare Open access
Anouk A. Kruiswijk, Ellen G. Engelhardt, Lisa A. E. Vlug, Robert J P van de Wal, Yvonne M. Schrage, Rick L. Haas, +3 more
7citations -
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 -
Evolutionary algorithms and decision trees for predicting poor outcome after endovascular treatment for acute ischemic stroke2021 Computers in Biology and Medicine article Health Professions Artificial Intelligence in Healthcare Open access
N. Kappelhof, Lucas A. Ramos, Manon Kappelhof, Hendrikus J. A. van Os, Vicky Chalos, Katinka R. van Kranendonk, +11 more
25citations -
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 -
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
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 -
OP0386 PREDICTORS OF PRESENTEEISM OVER TIME IN INDIVIDUALS WITH INFLAMMATORY AND NON-INFLAMMATORY ARTHRITIS2025 Annals of the Rheumatic Diseases conference-abstract Health Professions Workplace Health and Well-being Open access
Vanessa G. Macintyre, Annelies E. R. C. H. Boonen, Diane V. Lacaille, S. Wilkinson, Mark Lunt, Stephanie J. W. Shoop-Worrall, +10 more
0citations -
Catalyzing IVF outcome prediction: exploring advanced machine learning paradigms for enhanced success rate prognostication2024 Frontiers in Artificial Intelligence article Health Professions Artificial Intelligence in Healthcare Open access
Seyed‐Ali Sadegh‐Zadeh, Sanaz Khanjani, Shima Javanmardi, Bita Bayat, Zahra Naderi, Amir M. Hajiyavand
33citations