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Medical Applications with Disentanglements

About Medical Applications with Disentanglements

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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  • Language:
  • English
  • ISBN:
  • 9783031250453
  • Binding:
  • Paperback
  • Pages:
  • 140
  • Published:
  • January 31, 2023
  • Edition:
  • 23001
  • Dimensions:
  • 155x8x235 mm.
  • Weight:
  • 224 g.
Delivery: 2-4 weeks
Expected delivery: December 19, 2024

Description of Medical Applications with Disentanglements

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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