Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health: Third MICCAI Workshop, DART 2021, and First MICCAI Workshop, FAIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings (1st ed. 2021) (Lecture Notes in Computer Science #12968)

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

Sign Up Now! Already a Member? Log In
You must be logged into Bookshare to access this title. Learn about membership options, or view our freely available titles.

Synopsis: 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. For FAIR 2021, 10 papers from 17 submissions were accepted for publication. They focus on Image-to-Image Translation particularly for low-dose or low-resolution settings; Model Compactness and Compression; Domain Adaptation and Transfer Learning; Active, Continual and Meta-Learning.

Book Quality:: Publisher Quality
ISBN-13:: 9783030877224
Related ISBNs:: 9783030877217
Publisher:: Springer International Publishing
Date of Addition:: 04/06/23
Copyrighted By:: Springer Nature Switzerland AG
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Art and Architecture, Computers and Internet, Medicine
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Shadi Albarqouni
Edited by:: M. Jorge Cardoso
Edited by:: Qi Dou
Edited by:: Konstantinos Kamnitsas
Edited by:: Bishesh Khanal
Edited by:: Islem Rekik
Edited by:: Nicola Rieke
Edited by:: Debdoot Sheet
Edited by:: Sotirios Tsaftaris
Edited by:: Daguang Xu
Edited by:: Ziyue Xu