Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis: Second International Workshop, ... Peru, October 8, 2020, Proceedings: 12443 - Brossura

Brossura

ISBN 10: 3030603644 ISBN 13: 9783030603649

Casa editrice: Springer, 2020

Riassunto

This book constitutes the refereed proceedings of the Second International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2020, and the Third International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2020, held in conjunction with MICCAI 2020, in Lima, Peru, in October 2020. The workshops were held virtually due to the COVID-19 pandemic.

For UNSURE 2020, 10 papers from 18 submissions were accepted for publication. They focus on developing awareness and encouraging research in the field of uncertainty modelling to enable safe implementation of machine learning tools in the clinical world.

GRAIL 2020 accepted 10 papers from the 12 submissions received. The workshop aims to bring together scientists that use and develop graph-based models for the analysis of biomedical images and to encourage the exploration of graph-based models for difficult clinical problems within a variety of biomedical imaging contexts.

Dettagli dell?edizione

• Editore: Springer
• Data di pubblicazione: 2020
• Lingua: Inglese
• ISBN 10: 3030603644
• ISBN 13: 9783030603649
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 244
• Redattore: Sudre Carole H., Fehri Hamid, Arbel Tal, Baumgartner Christian F., Dalca Adrian, Tanno Ryutaro, Van Leemput Koen, Wells William M., Sotiras Aristeidis
• Contatto del produttore: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Germania