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Medical applications with disentanglements: First MICCAI Workshop, MAD 2022, held in conjunction with MICCAI 2022, Singapore, September 22, 2022 :proceedings

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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 r...

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Bibliographische Detailangaben
Körperschaften: MICCAI MAD Workshop, Singapur; Online (VerfasserIn) , International Conference on Medical Image Computing and Computer Assisted Intervention (BerichterstatterIn)
Weitere Verfasser: Fragemann, Jana (HerausgeberIn) , Li, Jianning (HerausgeberIn) , Liu, Xiao (HerausgeberIn) , Tsaftaris, Sotirios A. (HerausgeberIn) , Egger, Jan (HerausgeberIn) , Kleesiek, Jens Philipp (HerausgeberIn)
Dokumenttyp: Article (Journal) Konferenzschrift
Sprache:Englisch
Veröffentlicht: Cham Springer [2023]
Schriftenreihe:Lecture notes in computer science 13823
In: Lecture notes in computer science (13823)

Volumes / Articles: Show Volumes / Articles.
Schlagworte:
Konferenzschrift
Pathologie
Medizinische Informatik
Online-Zugang:Verlag, Cover: http://www.dietmardreier.de/annot/4B56696D677C7C39363236323039367C7C434F50.jpg?sq=1
Inhaltsverzeichnis: https://www.gbv.de/dms/tib-ub-hannover/1833347498.pdf
Volltext
Verfasserangaben:Jana Fragemann, Jianning Li, Xiao Liu, Sotirios A. Tsaftaris, Jan Egger, Jens Kleesiek (eds.)
Beschreibung
Zusammenfassung: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

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