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

3 Dec 2018Praneeth VepakommaOtkrist GuptaTristan SwedishRamesh Raskar

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... (read more)

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