Information Processing in Medical Imaging

27th International Conference, IPMI 2021, Virtual Event, June 28-June 30,2021, Proceedings, Lecture Notes in Computer Science 12729 - Image Processing, Computer Vision, Pattern Recognition, and Graphics

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Bibliografische Daten
ISBN/EAN: 9783030781903
Sprache: Englisch
Umfang: xix, 782 S., 22 s/w Illustr., 261 farbige Illustr.
Auflage: 1. Auflage 2021
Einband: kartoniertes Buch

Beschreibung

This book constitutes the proceedings of the 27th International Conference on Information Processing in Medical Imaging, IPMI 2021, which was held online during June 28-30, 2021. The conference was originally planned to take place in Bornholm, Denmark, but changed to a virtual format due to the COVID-19 pandemic.The 59 full papers presented in this volume were carefully reviewed and selected from 200 submissions. They were organized in topical sections as follows: registration; causal models and interpretability; generative modelling; shape; brain connectivity; representation learning; segmentation; sequential modelling; learning with few or low quality labels; uncertainty quantification and generative modelling; and deep learning.