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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 -
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 -
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 -
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 -
Perspectives of people living with Parkinson's disease on personalized prediction models2022 Health Expectations article Health Professions Patient-Provider Communication in Healthcare Open access
Lieneke van den Heuvel, Marjan L. Knippenberg, Bart Post, Marjan J. Meinders, Bastiaan R. Bloem, Anne Margarethe Stiggelbout
3citations -
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 -
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 -
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, D. Selani, Erik B. van den Akker, Ewout Willem Steyerberg, Rachel Knevel, +1 more
0citations -
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 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 -
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 -
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 -
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
I. Pérez - Sancristóbal, Nils Steinz, Tjardo Daniël Maarseveen, Floor Dijkstra Zegers, B. Axnäs, Luis Rodríguez‐Rodríguez, +1 more
0citations -
Secondary use of health records for prediction, detection, and treatment planning in the clinical decision support system: a systematic review2025 BMC Medical Informatics and Decision Making review Health Professions Electronic Health Records Systems Open access
Dipendra Pant, Øystein Nytrø, BENNETT L. LEVENTHAL, Carolyn E. Clausen, Kaban Koochakpour, Line Stien, +5 more
9citations