Medical Applications with Disentanglements

£49.99

Medical Applications with Disentanglements

First MICCAI Workshop, MAD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings

Information technology: general topics Computer hardware Applied computing Artificial intelligence Computer vision Image processing

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Collection: Lecture Notes in Computer Science

Language: English

Published by: Springer

Published on: 31st January 2023

Format: LCP-protected ePub

ISBN: 9783031250460


Conference Details

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 September 22, 2022.

Content Overview

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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