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Medical Applications with Disentanglements / Jana Fragemann; Jianning Li; Xiao Liu; Sotirios A. Tsaftaris; Jan Egger; Jens Kleesiek First MICCAI, 2023128 tr. ; cm.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
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