Erscheint: Januar 2027
Buch (Hardcover): Sachbuch
Federated Learning Applications in Healthcare
Empowering Wellness
Verlag:
Taylor & Francis Unsere-Artikel-Nr.: P36834305
EAN: 9781041288060
Erscheint: Januar 2027
Versand: Kostenlos
-20.1 %
CHF 169.–
CHF 135.–
Beschreibung
"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.
Spezifikationen
Sprache
- Englisch
Autor
- Isabel De La Torre Diez
- Rajni Mohana
- Sharma Aman
Zielgruppe
- Academic
- Postgraduate
- and Professional Reference
Erscheinungsjahr
- 2027
Format
- Buch (Hardcover)
Anzahl Seiten
- 312