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Federated Deep Learning for Healthcare: A Practical Guide with Challenges and Opportunities
Paperback
Series: Advances in Smart Healthcare Technologies
ISBN13: 9781032694863
Publisher: CRC Press
Published: Jul 20 2026
Pages: 252
Weight: 0.84
Height: 0.56 Width: 6.14 Depth: 9.21
Language: English
This book provides a practical guide to federated deep learning for healthcare including fundamental concepts, framework, and the applications comprising of domain adaptation, model distillation, and transfer learning. It covers concerns in model fairness, data bias, regulatory compliance, and ethical dilemmas.
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