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Outlier detection using iterative adaptive mini-minimum spanning tree generation with applications on medical data2023 Frontiers in Physiology article Computer Science Anomaly Detection Techniques and Applications Open access
Jia Li, Jiangwei Li, Chenxu Wang, Fons J. Verbeek, Tanja Schultz, Hui Liu
106citations -
Fast body part segmentation and tracking of neonatal video data using deep learning2020 Medical & Biological Engineering & Computing article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Christoph Hoog Antink, Joana Carlos Mesquita Ferreira, Michael Paul, Simon Lyra, Konrad Heimann, Srinivasa Karthik, +5 more
113citations -
Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access
Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof
26citations -
Quantitative and temporal approach to utilising electronic medical records from general practices in mental health prediction2020 Computers in Biology and Medicine article Computer Science Machine Learning in Healthcare Open access
Olga Półchłopek, Nynke R. Koning, Frederike L. Büchner, Mathilde R. Crone, Mattijs Everard Numans, Mark Hoogendoorn
17citations -
Collaborative training of medical artificial intelligence models with non-uniform labels2023 Scientific Reports article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, +3 more
25citations -
Using an artificial intelligence tool incorporating natural language processing to identify patients with a diagnosis of ANCA-associated vasculitis in electronic health records2023 Computers in Biology and Medicine article Computer Science Machine Learning in Healthcare Open access
Jolijn R. van Leeuwen, Erik Lars Penne, Ton J. Rabelink, Rachel Knevel, Y K Onno Teng
20citations -
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 -
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study2024 Journal of Biomedical Informatics article Computer Science Privacy-Preserving Technologies in Data Open access
Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +11 more
31citations -
AB1114 HANDWORK VS MACHINE; A COMPARISON OF RHEUMATOID ARTHRITIS PATIENT POPULATIONS AS IDENTIFIED BY MACHINE-LEARNING AND CRITERIA-BASED CHART REVIEW.2020 Annals of the Rheumatic Diseases article Computer Science Machine Learning in Healthcare Open access
Tjardo Daniël Maarseveen, Marc P. Maurits, Ellis Niemantsverdriet, Tom W. J. Huizinga, A. Van der Helm – van Mil, Rachel Knevel
0citations -
Handwork vs machine: a comparison of rheumatoid arthritis patient populations as identified from EHR free-text by diagnosis extraction through machine-learning or traditional criteria-based chart review2021 Arthritis Research & Therapy article Computer Science Machine Learning in Healthcare Open access
Tjardo Daniël Maarseveen, Marc P. Maurits, Ellis Niemantsverdriet, Annette H M van der Helm–van Mil, Tom W. J. Huizinga, Rachel Knevel
24citations -
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 -
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