Federated Deep Learning for Healthcare： A Practical Guide...

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Federated Deep Learning for Healthcare：...

Federated Deep Learning for Healthcare： A Practical Guide with Challenges and Opportunities

Amandeep Kaur, Chetna Kaushal, Md. Mehedi Hassan, Si Thu Aung

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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.

Ano:

2025

Editora:

CRC Press

Idioma:

english

Arquivo:

PDF, 9.86 MB

IPFS:

english, 2025

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