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Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making2026 Journal of Medical Internet Research article Computer Science Machine Learning in Healthcare Open access
Daniyal Selani, Rachel Knevel, Marcel J. T. Reinders, Erik B. van den Akker
0citations -
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization2021 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tianyu Han, Sven Nebelung, Federico Pedersoli, Markus N. Zimmermann, Maximilian Franz Schulze-Hagen, Christoph Haarburger, +4 more
42citations -
Design and Implementation of “AugMedicine: Lung Cases,” an Augmented Reality Application for the Medical Curriculum on the Presentation of Dyspnea2020 Frontiers in Virtual Reality article Computer Science Augmented Reality Applications Open access
Arianne D. Pieterse, Beerend P. Hierck, Peter G. M. de Jong, Jelger Kroese, Luc Willems, Marlies E. J. Reinders
6citations -
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications2025 European Heart Journal - Digital Health article Computer Science Machine Learning in Healthcare Open access
Wouter P M van der Loo, Viktor van der Valk, Tim van den Broek, Douwe E. Atsma, Marius Staring, Roderick W.C. Scherptong
4citations -
Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review2023 Frontiers in Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Bart Marius de Vries, Gerben J.C. Zwezerijnen, George Louis Burchell, Floris H. P. van Velden, C. Willemien Menke‐van der Houven van Oordt, Ronald Boellaard
104citations -
Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems2025 Expert Systems with Applications article Computer Science Medical Image Segmentation Techniques Open access
Kunpeng Xie, Lennart Johannes Gruber, Martin Crampen, Yao Li, André Filipe Ferreira, Elias Tappeiner, +43 more
3citations -
De-novo FAIRification via an Electronic Data Capture system by automated transformation of filled electronic Case Report Forms into machine-readable data2021 Journal of Biomedical Informatics article Computer Science Research Data Management Practices Open access
Martijn G. Kersloot, Annika Jacobsen, Karlijn H.J. Groenen, Bruna dos Santos Vieira, Rajaram Kaliyaperumal, Ameen Abu–Hanna, +5 more
28citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
7citations -
VReedom: training for authorized leave of absence through virtual reality – a feasibility study2023 Frontiers in Psychology article Computer Science Virtual Reality Applications and Impacts Open access
Cylia Hendriks, Jochem Milan Jansen, Lisanne M Smulders, Arne Popma, Thimo M. van der Pol
6citations -
User Requirements and Perceptions of a Sensor System for Early Stress Detection in People With Dementia and People With Intellectual Disability: Qualitative Study2024 JMIR Formative Research article Computer Science Innovative Human-Technology Interaction Open access
Esmee Adam, Franka J. M. Meiland, Noud Frielink, Erwin R. Meinders, Reon Smits, P.J.C.M. Embregts, +1 more
4citations