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Federated Learning Applications in Healthcare: Empowering Wellness
Hardcover
Series: Emerging Trends in Science, Innovation and Business
Business GeneralGeneral Computers
ISBN13: 9781041288060
Publisher: CRC Press
Published: Jan 14 2027
Pages: 312
Language: English
Federated Learning Applications in Healthcare: Empowering Wellness is an ambitious and timely endeavor aimed at providing a comprehensive exploration of the intersection between federated learning and healthcare.
Federated learning, a decentralized machine learning approach that enables model training across multiple devices or institutions without centralized data sharing, holds immense promise for revolutionizing healthcare by facilitating collaboration, preserving patient privacy, and improving healthcare outcomes. This book aims to unravel the complexities of federated learning and demonstrate its transformative potential in various healthcare applications. Through a combination of theoretical insights, practical guidelines, case studies, and real-world examples, the book aims to empower readers to harness the potential of federated learning to address pressing healthcare challenges effectively.
Whether readers are healthcare professionals seeking to leverage data-driven approaches to improve patient care, researchers exploring innovative solutions at the intersection of machine learning and healthcare, policymakers grappling with regulatory and ethical considerations, or technologists developing cutting-edge healthcare solutions, this book serves as a valuable resource for understanding, implementing, and advancing federated learning in healthcare.
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