Federated Learning for Digital Healthcare Systems - 9780443138973

Federated Learning for Digital Healthcare SystemsAuthor(s): Agbotiname Lucky Imoize, Mohammad S. Obaidat, Houbing Herbert Song, Fatos Xhafa\nFormat: Paperback\nPublisher: Elsevier Science Publishing Co Inc, United States\nImprint: Academic Press Inc\nISBN-13: 9780443138973, 978-0443138973\nSynopsis\nFederated 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.\n\nIn 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 .