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

 
9783031185229: Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health
Couverture souple
ISBN 10 : 3031185226 ISBN 13 : 9783031185229
Editeur : Springer, 2022

Synopsis

This book constitutes the refereed proceedings of the Third MICCAI Workshop on Distributed, Collaborative, and Federated Learning, DeCaF 2022, and the Second MICCAI Workshop on Affordable AI and Healthcare, FAIR 2022, held in conjunction with MICCAI 2022, in Singapore in September 2022. FAIR 2022 was held as a hybrid event.

DeCaF 2022 accepted 14 papers from the 18 submissions received. The workshop aims at creating a scientific discussion focusing on the comparison, evaluation, and discussion of methodological advancement and practical ideas about machine learning applied to problems where data cannot be stored in centralized databases or where information privacy is a priority.

For FAIR 2022, 4 papers from 9 submissions were accepted for publication. The topics of the accepted submissions focus on deep ultrasound segmentation, portable OCT image quality enhancement, self-attention deep networks and knowledge distillation in low-regime setting.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2022
Langue
anglais
ISBN 10 
3031185226
ISBN 13 
9783031185229
Reliure
Broché
Numéro d'édition
1
Nombre de pages
220
Éditeur
Albarqouni Shadi, Bakas Spyridon, Bano Sophia, Cardoso M. Jorge, Khanal Bishesh, Landman Bennett, Li Xiaoxiao, Qin Chen, Rekik Islem
Coordonnées du fabricant
ProductSafety@springernature.com
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