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.
| ISBN: | 9783031250453 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 127 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Egger, Jan Fragemann, Jana Kleesiek, Jens Li, Jianning Liu, Xiao Tsaftaris, Sotirios A. |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 01.02.2023 |
| Untertitel: | First MICCAI Workshop, MAD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings |
| Schlagworte: | artificial intelligence bioinformatics color image processing color images computer security correlation analysis data security digital image engineering factorization |