{"product_id":"federated-learning-for-medical-imaging-xiaoxiao-li-9780443236419","title":"Federated Learning for Medical Imaging: Principles, Algorithms, and Applications","description":"\u003cp\u003eFederated Learning for Medical Imaging: Principles, Algorithms, and Applications gives a deep understanding of the technology of federated learning (FL), the architecture of a federated system, and the algorithms for FL. It shows how FL allows multiple medical institutes to collaboratively train and use a precise machine learning (ML) model without sharing private medical data via practical implantation guidance. The book includes real-world case studies and applications of FL, demonstrating how this technology can be used to solve complex problems in medical imaging. The book also provides an understanding of the challenges and limitations of FL for medical imaging, including issues related to data and device heterogeneity, privacy concerns, synchronization and communication, etc. This book is a complete resource for computer scientists and engineers, as well as clinicians and medical care policy makers, wanting to learn about the application of federated learning to medical imaging.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Xiaoxiao Li\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443236410\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443236419\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/01\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 260\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Xiaoxiao Li","offers":[{"title":"Paperback","offer_id":46545850106111,"sku":"9780443236419","price":135.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f4800957-109a-4640-8020-5160ac71ecaa.jpg?v=1738183506","url":"https:\/\/www.whiterainbookhouse.com\/products\/federated-learning-for-medical-imaging-xiaoxiao-li-9780443236419","provider":"WR Book House","version":"1.0","type":"link"}