Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health

Discover the cutting-edge research presented in Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, authored by Shadi Albarqouni and published by Springer International Publishing AG in 2022. This first edition, comprising 204 pages, features the refereed proceedings from two pivotal workshops: the Third MICCAI Workshop on Distributed, Collaborative, and Federated Learning (DeCaF 2022) and the Second MICCAI Workshop on Affordable AI and Healthcare (FAIR 2022). Both workshops took place during the prestigious MICCAI 2022 conference in Singapore. This book is an essential resource for researchers and practitioners interested in the advancements of AI in healthcare, particularly in resource-diverse settings. Dive into the latest findings and explore innovative solutions that address global health challenges through collaborative learning approaches.