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A framework for sharing of clinical and genetic data for precision medicine applications2024 Nature Medicine article Computer Science Blockchain Technology Applications and Security Open access
Ulugbek K. Baymuradov, Ernest Fraenkel, Lyle W. Ostrow, Andrea Malaspina, Pietro Fratta, Jennifer E. Phillips‐Cremins
37citations -
The EuRRECa Project as a Model for Data Access and Governance Policies for Rare Disease Registries That Collect Clinical Outcomes2020 International Journal of Environmental Research and Public Health article Computer Science Research Data Management Practices Open access
Salma Ali, Jillian Bryce, Li En Tan, Olaf Hiort, Alberto M. Pereira, Erica L T van den Akker, +10 more
52citations -
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 -
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco
15citations -
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 -
How Patient Organizations Can Drive FAIR Data Efforts to Facilitate Research and Health Care: A Report of the Virtual Second International Meeting on Duchenne Data Sharing, March 3, 20212021 Journal of Neuromuscular Diseases article Computer Science Research Data Management Practices Open access
Nawel Lalout, Γεώργιος Παλιούρας, Elizabeth Vroom, Peter A.C. ’t Hoen, Marco Roos
20citations -
A review of information sources and analysis methods for data driven decision aids in child and adolescent mental health services2024 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Kaban Koochakpour, Øystein Nytrø, BENNETT L. LEVENTHAL, Odd Sverre Westbye, Thomas Brox Røst, Roman A. Koposov, +4 more
2citations -
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 -
European cancer data sharing: Analyses of an international survey2026 International Journal of Medical Informatics article Computer Science Research Data Management Practices Open access
Larson Hogstrom, Arvydas Laurinavičius, Miguel Giraldez-Álvarez, Sigve Nakken, Ingrid Jenny Guldvik, Carlos Míguez Sánchez, +7 more
0citations -
New Approach to Privacy-Preserving Clinical Decision Support Systems for HIV Treatment2022 Journal of Medical Systems article Computer Science Privacy-Preserving Technologies in Data Open access
Gabriele Spini, Emiliano Mancini, Thomas Attema, Mark Abspoel, Serge Fehr, Thijs Veugen, +5 more
9citations -
Swarm Learning for decentralized and confidential clinical machine learning2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents
Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg, +91 more
901citations -
The Influence of Human Annotation on CNN Performance for Anomaly Detection in ICU Data2025 Current Directions in Biomedical Engineering article Computer Science Anomaly Detection Techniques and Applications Open access
Lavinia Goldermann, Simon Fonck, Lena Olivier, Sebastian Johannes Fritsch, André Stollenwerk
0citations