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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 -
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 -
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 article 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
8citations -
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 -
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 -
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 -
On the early history of quality management in healthcare: Pirogov, Nightingale and Codman2024 Vestnik of Saint Petersburg University Medicine article Health Professions Healthcare Quality and Management Open access
I. F. Hendriks, F. Boer, D. A. Zhuravlev, Olga V. Mironenko, Ivan Vasilyevich Gaivoronsky
1citations -
Central venous catheter-related complications in older haemodialysis patients: A multicentre observational cohort study2022 The Journal of Vascular Access article Health Professions Central Venous Catheters and Hemodialysis Open access
Mathijs van Oevelen, Boudewijn DC Heggen, Alferso C Abrahams, Joris I. Rotmans, Maarten G. Snoeijs, Robin W.M. Vernooij, +2 more
9citations -
The Dutch Solid Start program: describing the implementation and experiences of the program's first thousand days2023 BMC Health Services Research article Health Professions Health Policy Implementation Science Open access
Joyce M. Molenaar, Inge C. Boesveld, Jeroen Nathan Struijs, Jessica C. Kiefte–de Jong
4citations -
Food insecurity status is of added value in explaining poor health: a cross-sectional study among parents living in disadvantaged neighbourhoods in the Netherlands2022 BMJ Open article Health Professions Food Security and Health in Diverse Populations Open access
Laura A. van der Velde, Ewout Willem Steyerberg, Mattijs Everard Numans, Jessica C. Kiefte–de Jong
8citations -
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 -
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 -
Segmentation of health-care consumers: psychological determinants of subjective health and other person-related variables2020 BMC Health Services Research article Health Professions Health and Wellbeing Research Open access
Sjaak Bloem, Joost Stalpers, Edward A. G. Groenland, Kees van Montfort, W. Fred van Raaij, Karla de Rooij
44citations -
Exploring Smartphone-Based Artificial Intelligence Systems for Physical Activity in Urban Areas: A Scoping Review with a Focus on Psychosocial Theory, Inclusivity, Ethics, and Sustainability2026 Current Issues in Sport Science (CISS) article Health Professions Mobile Health and mHealth Applications Open access
Kai Michael Gensitz, Shawan Taha Mohammed, Daniela Elisabeth Ströckl, Marc Augustin, Claudio Renato Nigg, Ciara M. McCormack
0citations -
Determinants of the Uptake and Frequency of Use of a Web Portal Digital Health Intervention in Patients With Type 2 Diabetes and/or Coronary Heart Disease: Secondary Analysis of a Randomized Controlled Trial2026 Journal of Medical Internet Research article Health Professions Mobile Health and mHealth Applications Open access
Maximilian Scholl, Claas Lendt, Sebastian Appelbaum, Bianca Biallas, Katja Brenk-Franz, Chloé Chermette, +10 more
0citations -
Post-COVID-19 recovery and geriatric rehabilitation care: a European inter-country comparative study2024 European Geriatric Medicine article Health Professions Medical Practices and Rehabilitation Open access
Lisa S. van Tol, Tiangao Lin, Monique A. A. Caljouw, Matteo Cesari, Frances Dockery, Irma H. J. Everink, +9 more
7citations -
Value in app store metadata and user reviews: A dual perspective on quality of Parkinson’s and dementia apps2026 PLOS Digital Health article Health Professions Mobile Health and mHealth Applications Open access
Isabel Schwaninger, Paria Ighanian, Liyousew Gebremedhin Borga, Marijus Giraitis, Petra Hoogendoorn, Jochen Klucken
0citations