Erhältlich:
Nicht auf Lager
Buch (Softcover): Fachbuch
Federated Learning for Digital Healthcare Systems
Produkt bewerten
Verlag:
Elsevier Unsere-Artikel-Nr.: P35997469
EAN: 9780443138973
Erhältlich:
Nicht auf Lager
Zustellung: Di, 15.09.2026
Versand: Kostenlos
-21.7 %
CHF 226.–
CHF 177.–
Beschreibung
Federated Learning for Digital Healthcare Systems. critically examines the key factors that contribute to the problem of applying machine learning in healthcare systems and investigates how federated learning can be employed to address the problem. The book discusses, examines, and compares the applications of federated learning solutions in emerging digital healthcare systems, providing a critical look in terms of the required resources, computational complexity, and system performance. In the first section, chapters examine how to address critical security and privacy concerns and how to revamp existing machine learning models. In subsequent chapters, the book's authors review recent advances to tackle emerging efficient and lightweight algorithms and protocols to reduce computational overheads and communication costs in wireless healthcare systems. Consideration is also given to government and economic regulations as well as legal considerations when federated learning is applied to digital healthcare systems.
Spezifikationen
Sprache
- Englisch
Autor
- Houbing Herbert Song
- Agbotiname Lucky Imoize
- Obaidat Mohammad S.
- Xhafa Fatos
Erscheinungsjahr
- 2024
Format
- Buch (Softcover)