Anil Kewat

Enhancing Privacy and Collaborative Efforts in Healthcare through Federated Machine Learning

- Healthcare institutions create data from complementary electronic health records, medical images, laboratory measurements, genomic profiles, and connected devices. While aggregating this data can enhance machine-learning models, centralized collection increases exposure risks, conflicts with institutional data sovere...