Dynamic neural graphs based federated reptile for semi-supervised multi-tasking in healthcare applications

AI healthcare applications rely on sensitive electronic healthcare records (EHRs) that are scarcely labelled and are often distributed across a network of the symbiont institutions. It is challenging to train the effective machine learning models on such data. In this work, we propose dynamic neural...

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Detalhes bibliográficos
Main Authors: Thakur, A, Sharma, P, Clifton, DA
Formato: Journal article
Idioma:English
Publicado em: IEEE 2021