Medical Applications with Disentanglements

ISBN: 9783031250453
Код товара 142269

Fragemann

Medical Applications with Disentanglements

Medical Applications with Disentanglements

ISBN: 9783031250453
Код товара 142269

6 986 ₽

Доставка под заказ

Если Вы закажете книгу до 20.07.2024, то мы привезём её ориентировочно 09.09.2024.

  • Автор

    Fragemann

  • Издатель

    Springer

  • Тип обложки

    Soft cover

  • Размеры

    235 x 155

  • Год издания

    2023

  • Вес (г)

    226

  • ISBN

    9783031250453

  • Язык

    ENG

  • Кол-во страниц

    127

О чём книга?

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.

Applying Disentanglement in the Medical Domain: An Introduction.- HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information.- Implicit Embeddings via GAN Inversion for High Resolution Chest Radiographs.
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