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Journal of Biomedical Informatics|June 2, 2023
Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacyChang Sun, Johan van Soest, Michel DumontierNPJ Digital Medicine|January 3, 2025
Generating unseen diseases patient data using ontology enhanced generative adversarial networksChang Sun, Michel DumontierStudies in Health Technology and Informatics|May 23, 2026
Enhancing Explainable AI Stability with Realistic Synthetic Data for Cardiovascular Risk PredictionChang Sun, Michel DumontierStudies in Health Technology and Informatics|April 22, 2018
Using the Personal Health Train for Automated and Privacy-Preserving Analytics on Vertically Partitioned DataJohan van Soest, Chang Sun, Ole Mussmann, et al.Journal of Biomedical Informatics|September 5, 2022
Studying the association of diabetes and healthcare cost on distributed data from the Maastricht Study and Statistics Netherlands using a privacy-preserving federated learning infrastructureChang Sun, Johan van Soest, Annemarie Koster, et al.Studies in Health Technology and Informatics|August 24, 2019
A Privacy-Preserving Infrastructure for Analyzing Personal Health Data in a Vertically Partitioned ScenarioChang Sun, Lianne Ippel, Johan van Soest, et al.Medical Physics|August 26, 2018
The radiation oncology ontology (ROO): Publishing linked data in radiation oncology using semantic web and ontology techniquesAlberto Traverso, Johan van Soest, Leonard Wee, et al.Journal of Biomedical Semantics|June 10, 2016
Overlap in drug-disease associations between clinical practice guidelines and drug structured product label indicationsTiffany I Leung, Michel DumontierStudies in Health Technology and Informatics|May 17, 2025
A Governance Framework for Federated Learning Projects in HealthcareJohan van Soest, Luis Sanchez Gomez, Leonard Wee, et al.Journal of Cheminformatics|May 18, 2011
Semantic Web integration of Cheminformatics resources with the SADI frameworkLeonid L Chepelev, Michel DumontierPageof 98