Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12443)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
- GRAIL: International Workshop on Graphs in Biomedical Image Analysis
- UNSURE: International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
Conference proceedings info: GRAIL 2020, UNSURE 2020.
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About this book
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.
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Keywords
Table of contents (21 papers)
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UNSURE 2020
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GRAIL 2020
Other volumes
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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis
Editors and Affiliations
Bibliographic Information
Book Title: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis
Book Subtitle: Second International Workshop, UNSURE 2020, and Third International Workshop, GRAIL 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings
Editors: Carole H. Sudre, Hamid Fehri, Tal Arbel, Christian F. Baumgartner, Adrian Dalca, Ryutaro Tanno, Koen Van Leemput, William M. Wells, Aristeidis Sotiras, Bartlomiej Papiez, Enzo Ferrante, … Sarah Parisot
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-60365-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-60364-9Published: 06 October 2020
eBook ISBN: 978-3-030-60365-6Published: 05 October 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVII, 222
Number of Illustrations: 9 b/w illustrations, 76 illustrations in colour
Topics: Artificial Intelligence, Pattern Recognition, Image Processing and Computer Vision, Computer Appl. in Social and Behavioral Sciences
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