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Medical Applications with Disentanglements

Über 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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  • Sprache:
  • Englisch
  • ISBN:
  • 9783031250453
  • Einband:
  • Taschenbuch
  • Seitenzahl:
  • 140
  • Veröffentlicht:
  • 1. Februar 2023
  • Ausgabe:
  • 23001
  • Abmessungen:
  • 155x8x235 mm.
  • Gewicht:
  • 224 g.
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Beschreibung von 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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