Split learning for health: Distributed deep learning without sharing raw patient data

Can health entities collaboratively train deep learning models without sharing sensitive raw data? This paper proposes several configurations of a distributed deep learning method called SplitNN to facilitate such collaborations. SplitNN does not share raw data or model details with collaborating institutions. The proposed configurations of splitNN cater to practical settings of i) entities holding […]

Privacy and public discussion in the PHT402 Ethics course

This is a post for participants in the #pht402 Professional Ethics online course being run by the University of the Western Cape and Physiopedia. Since few of our participants have much experience engaging as professionals in online spaces, this post aims to suggest some resources that might be useful in terms of developing skills in […]

%d bloggers like this: