Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health

丛 书 名：Lecture Notes in Computer Science

版本说明：1

作     者：Shadi Albarqouni M. Jorge Cardoso Qi Dou Konstantinos Kamnitsas Bishesh Khanal Islem Rekik Nicola Rieke Debdoot Sheet Sotirios Tsaftaris Daguang Xu Ziyue Xu 

I S B N：(纸本) 9783030877217 

出 版 社：Springer Cham 

出 版 年：1000年

页      数：XV, 264页

主 题 词：Image Processing and Computer Vision Artificial Intelligence Computational Biology/Bioinformatics Health Informatics 

摘      要：This book constitutes the refereed proceedings of the Third MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2021, and the First MICCAI Workshop on Affordable Healthcare and AI for Resource Diverse Global Health, FAIR 2021, held in conjunction with MICCAI 2021, in September/October 2021. The workshops were planned to take place in Strasbourg, France, but were held virtually due to the COVID-19 pandemic.;DART 2021 accepted 13 papers from the 21 submissions received. The workshop aims at creating a discussion forum to compare, evaluate, and discuss methodological advancements and ideas that can improve the applicability of machine learning (ML)/deep learning (DL) approaches to clinical setting by making them robust and consistent across different domains.