Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11840)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
- CLIP: Workshop on Clinical Image-Based Procedures
- UNSURE: International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
Conference proceedings info: CLIP 2019, UNSURE 2019.
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About this book
This book constitutes the refereed proceedings of the First International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2019, and the 8th International Workshop on Clinical Image-Based Procedures, CLIP 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.
For UNSURE 2019, 8 papers from 15 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.
CLIP 2019 accepted 11 papers from the 15 submissions received. The workshops provides a forum for work centred on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data.
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Keywords
Table of contents (19 papers)
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UNSURE 2019: Uncertainty Quantification and Noise Modelling
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UNSURE 2019: Domain Shift Robustness
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CLIP 2019
Other volumes
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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures
Editors and Affiliations
Bibliographic Information
Book Title: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures
Book Subtitle: First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings
Editors: Hayit Greenspan, Ryutaro Tanno, Marius Erdt, Tal Arbel, Christian Baumgartner, Adrian Dalca, Carole H. Sudre, William M. Wells, Klaus Drechsler, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, … Miguel Ángel González Ballester
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-32689-0
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-32688-3Published: 11 October 2019
eBook ISBN: 978-3-030-32689-0Published: 10 October 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVII, 192
Number of Illustrations: 7 b/w illustrations, 76 illustrations in colour
Topics: Artificial Intelligence, Image Processing and Computer Vision, Health Informatics