SYSTEMS AND METHODS FOR USING FEDERATED LEARNING IN HEALTHCARE MODEL DEVELOPMENT

Systems and methods are provided that utilize a federated learning system for model development.

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Hauptverfasser: Dayan, Ittai, Baror, Yuval, Blinder, Yaron
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creator Dayan, Ittai
Baror, Yuval
Blinder, Yaron
description Systems and methods are provided that utilize a federated learning system for model development.
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subjects CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
ELECTRIC DIGITAL DATA PROCESSING
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
title SYSTEMS AND METHODS FOR USING FEDERATED LEARNING IN HEALTHCARE MODEL DEVELOPMENT
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