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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 -
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 -
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 -
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 -
Effects of spatial variation in dose delivery: what can we learn from radon-related lung cancer studies?2022 Radiation and Environmental Biophysics article Health Professions Radioactivity and Radon Measurements Open access
Balázs Gergely Madas, Jan Boei, Nora Fenske, Werner E. Hofmann, Laura Mezquita
25citations -
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 -
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 -
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 -
Leveraging Collaboration for Social Determinants of Health Pedagogy through Virtual Learning and Multidisciplinary Integration2025 Pedagogy in Health Promotion article Health Professions Health and Medical Education Open access
Brian Lain, Jyothi K. Thrivikraman, Aarti Kawlra, Tharaphi Than, KK, CM
1citations -
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 -
Revealing Unforeseen Diagnostic Image Features With Deep Learning by Detecting Cardiovascular Diseases From Apical 4‐Chamber Ultrasounds2022 Journal of the American Heart Association article Health Professions Artificial Intelligence in Healthcare Open access
Li‐Hsin Cheng, Pablo B. J. Bosch, Rutger F. H. Hofman, Timo B. Brakenhoff, Eline F. Bruggemans, Rob J. van der Geest, +1 more
14citations -
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 -
Designing the learning of intraprofessional collaboration among medical residents2022 Medical Education article Health Professions Interprofessional Education and Collaboration Open access
Natasja Looman, Jacqueline d Graaf, Bart P. A. Thoonen, Dieneke van Asselt, Esther DE GROOT, Anneke W. M. Kramer, +2 more
21citations -
Implementation and Evaluation of a Therapeutic Communication Educational Program for Nurses: Protocol for a Mixed Methods Study2025 JMIR Research Protocols article Health Professions Patient-Provider Communication in Healthcare Open access
Krista Hoek, Louise Suur, Monique van Velzen, Elise Y. Sarton
3citations -
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 -
Addressing complexity when developing an education program for the implementation of a stroke Electronic Medical Record (EMR) enhancement2023 BMC Health Services Research article Health Professions Electronic Health Records Systems Open access
Samantha Robertson, Ingrid C. M. Rosbergen, Sandra Brauer, Rohan Grimley, Andrew Burton‐Jones
7citations