公开(公告)号：US11853891B2

公开(公告)日：2023-12-26

申请号：US16816153

申请日：2020-03-11

Applicant: SHARECARE AI, INC.

Inventor： Walter Adolf De Brouwer ,  Srivatsa Akshay Sharma ,  Neerajshyam Rangan Kashyap ,  Kartik Thakore ,  Philip Joseph Dow

IPC: G06K9/00 ,  G06N3/084 ,  G16H70/60 ,  G06N3/08 ,  G06V10/764 ,  G06V10/80 ,  G06V10/94 ,  G06V10/96

CPC classification number: G06N3/084 ,  G06N3/08 ,  G06V10/764 ,  G06V10/809 ,  G06V10/945 ,  G06V10/95 ,  G06V10/96 ,  G16H70/60

Abstract: Method and system with federated learning model for health care applications are disclosed. The system for federated learning comprises multiple edge devices of end users, one or more federated learner update repository, and one or more cloud. Each edge device comprises a federated learner model, configured to send tensors to federated learner update repository. Cloud comprises a federated learner model, configured to send tensors to federated learner update repository. Federated learner update repository comprises a back-end configuration, configured to send model updates to edge devices and cloud.