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Medical Applications with Disentanglements First MICCAI Workshop, MAD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings /

This book constitutes the post-conference proceedings of the First MICCAI Workshop on Medical Applications with Disentanglements, MAD 2022, held in conjunction with MICCAI 2022, in Singapore, on September22, 2022. The 8 full papers presented in this book together with one short paper were carefully...

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Соавтор: SpringerLink (Online service)
Другие авторы: Fragemann, Jana (Редактор), Li, Jianning (Редактор), Liu, Xiao (Редактор), Tsaftaris, Sotirios A. (Редактор), Egger, Jan (Редактор), Kleesiek, Jens (Редактор)
Формат: Электронный ресурс eКнига
Язык:английский
Опубликовано: Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Редактирование:1st ed. 2023.
Серии:Lecture Notes in Computer Science, 13823
Предметы:
Image processing > Digital techniques.
Computer vision.
Artificial intelligence.
Computer engineering.
Computer networks .
Computers.
Application software.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer Vision.
Artificial Intelligence.
Computer Engineering and Networks.
Computing Milieux.
Computer and Information Systems Applications.
Online-ссылка:https://doi.org/10.1007/978-3-031-25046-0
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Итог:This book constitutes the post-conference proceedings of the First MICCAI Workshop on Medical Applications with Disentanglements, MAD 2022, held in conjunction with MICCAI 2022, in Singapore, on September22, 2022. The 8 full papers presented in this book together with one short paper were carefully reviewed and cover generative adversarial networks (GAN), variational autoencoders (VAE) and normalizing-flow architectures as well as a wide range of medical applications, like brain age prediction, skull reconstruction and unsupervised pathology disentanglement.
Объем:1 online resource (X, 127 p. 40 illus.). 26 illus. in color.
ISBN:9783031250460
ISSN:1611-3349 ;
DOI:10.1007/978-3-031-25046-0

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