Title | : | Medical Applications with Disentanglements |
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Author | : | Jana Fragemann, Jianning Li, Xiao Liu, Sotirios A. Tsaftaris, Jan Egger & Jens Kleesiek |
Release | : | 2023-01-31 |
Kind | : | ebook |
Genre | : | Computers & Internet, Books, Computers, Software |
Size | : | 17244681 |
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. |