Federated Machine Learning, Privacy-Enhancing Technologies, and Data Protection Laws in Medical Research: Scoping Review

• Main Authors: Alissa Brauneck (Author), Louisa Schmalhorst (Author), Mohammad Mahdi Kazemi Majdabadi (Author), Mohammad Bakhtiari (Author), Uwe Völker (Author), Jan Baumbach (Author), Linda Baumbach (Author), Gabriele Buchholtz (Author)
• Format: Book
• Published: JMIR Publications, 2023-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundThe collection, storage, and analysis of large data sets are relevant in many sectors. Especially in the medical field, the processing of patient data promises great progress in personalized health care. However, it is strictly regulated, such as by the General Data Protection Regulation (...