Adoption of Federated Learning for Healthcare Informatics: Emerging Applications and Future Directions

Adoption of Federated Learning for Healthcare Informatics: Emerging Applications and Future Directions

The smart healthcare system has improved the patients quality of life (QoL), where the records are being analyzed remotely by distributed stakeholders. It requires a voluminous exchange of data for disease prediction via the open communication channel, i.e., the Internet to train artificial intellig...

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Bibliographic Details
Main Authors: Vishwa Amitkumar Patel, Pronaya Bhattacharya, Sudeep Tanwar, Rajesh Gupta, Gulshan Sharma, Pitshou N. Bokoro, Ravi Sharma
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Blockchain
federated learning
healthcare informatics
gradient
model aggregation
Online Access:https://ieeexplore.ieee.org/document/9867987/
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https://ieeexplore.ieee.org/document/9867987/

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