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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 -
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 -
Impact of CKD on Arteriovenous Fistula Remodeling: Studies in a Murine Model of Autosomal Dominant Polycystic Kidney Disease2024 Journal of the American Society of Nephrology article Health Professions Central Venous Catheters and Hemodialysis
Suzanne L. Laboyrie, Dorien J.M. Peters, Roel Bijkerk, Juliette A. de Klerk, Margreet R. de Vries, Joris I. Rotmans
0citations -
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 -
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 -
Predicting the 9-year course of mood and anxiety disorders with automated machine learning: A comparison between auto-sklearn, naïve Bayes classifier, and traditional logistic regression2021 Psychiatry Research article Health Professions Artificial Intelligence in Healthcare Open access
Wessel Adrianus van Eeden, Chuan Wen Luo, Albert M. van Hemert, Ingrid V. E. Carlier, Brenda W.J.H. Penninx, Klaas J. Wardenaar, +2 more
55citations -
Comprehensive Evaluation of Quality Indicators: Analyzing the Dutch Breast Cancer Audit2025 International Journal of Health Policy and Management article Health Professions Healthcare Quality and Management Open access
Elfi M. Verheul, Margrietha van der Linde, Hester Floor Lingsma, Elvira Lise Vos, Sabine Siesling, Linetta B. Koppert
3citations -
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 -
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 -
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 -
High-oxalate diet-induced kidney injury impairs AVF remodeling via hypertension, endothelial damage, and immune activation2026 Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease article Health Professions Central Venous Catheters and Hemodialysis Open access
E.P. de Winter, Nicky Kruit, K. van Dijk, Maria Novella Nicese, H.A.B. Peters, M. Goel, +5 more
1citations -
Measuring shared decision making in oncology: Development and first testing of the iSHAREpatient and iSHAREphysician questionnaires2020 Health Expectations article Health Professions Patient-Provider Communication in Healthcare Open access
Hanna Bomhof‐Roordink, Fania R. Gärtner, Nanny van Duijn‐Bakker, Trudy van der Weijden, Anne Margarethe Stiggelbout, Arwen H. Pieterse
15citations -
Blueprint for harmonising unstandardised disease registries to allow federated data analysis: prepare for the future2022 ERJ Open Research article Health Professions Electronic Health Records Systems Open access cited by 1 patent
Johannes Anthon Kroes, Aruna T. Bansal, Emmanuelle Berret, Nils Christian, Andreas Kremer, Anna Alloni, +10 more
19citations -
Costs in value-based health care dashboards: a qualitative study on stakeholder requirements2025 BMC Health Services Research article Health Professions Healthcare Quality and Management Open access
Esmée K. J. van der Poort, Danny van der Helm, Aiko P. J. de Vries, Wilbert B. van den Hout, M. Elske van den Akker‐van Marle
2citations -
Factors influencing the implementation of the CombiConsultation in Dutch clinical practice: a mixed-methods study2024 International Journal of Pharmacy Practice article Health Professions Health Policy Implementation Science Open access
Valérie A M Meijvis, Mette Heringa, Henk‐Frans Kwint, Niek J. de Wit, Marcel L. Bouvy
0citations -
Workflow and Human-Centered Risk Analysis for Novel Mechatronic Rescue Aids I.2020 Current Directions in Biomedical Engineering article Health Professions Occupational Health and Performance Open access
Sergey Drobinsky, Mark Verjans, Philipp Schleer, Benedikt Kolk, Henrike Bensiek, Klaus Radermacher, +1 more
1citations -
Workflow and Human-Centered Risk Analysis for Novel Mechatronic Rescue Aids II.2020 Current Directions in Biomedical Engineering article Health Professions Occupational Health and Performance Open access
Sergey Drobinsky, Mark Verjans, Philipp Schleer, Benedikt Kolk, Henrike Bensiek, Klaus Radermacher, +1 more
0citations -
Assessment of the Adjusted Clinical Groups system in Dutch primary care using electronic health records: a retrospective cross-sectional study2021 BMC Health Services Research 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
10citations