Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10670)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Conference series link(s): BrainLes: International MICCAI Brainlesion Workshop
Conference proceedings info: BrainLes 2017.
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Table of contents (42 papers)
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Front Matter
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Brain Lesion Image Analysis
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Front Matter
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Brain Tumor Image Segmentation
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Front Matter
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Other Volumes
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Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
About this book
This book constitutes revised selected papers from the Third International MICCAI Brainlesion Workshop, BrainLes 2017, as well as the International Multimodal Brain Tumor Segmentation, BraTS, and White Matter Hyperintensities, WMH, segmentation challenges, which were held jointly at the Medical Image computing for Computer Assisted Intervention Conference, MICCAI, in Quebec City, Canada, in September 2017.
The 40 papers presented in this volume were carefully reviewed and selected from 46 submissions. They were organized in topical sections named: brain lesion image analysis; brain tumor image segmentation; and ischemic stroke lesion image segmentation.
Keywords
- artificial intelligence
- automatic segmentations
- biocommunications
- classification
- computer vision
- cross-validation
- decision trees
- estimation
- image analysis
- support vector machines (SVM)
- image segmentation
- machine learning
- mean square error
- medical images
- neural networks
- random forests
- regression analysis
- regression model
- segmentation methods
- semantics
Editors and Affiliations
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African Institute of Mathematical Sciences, Cape Town, Ghana
Alessandro Crimi
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University of Pennsylvania, Philadelphia, USA
Spyridon Bakas
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University Medical Center Utrecht, Utrecht, The Netherlands
Hugo Kuijf
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Technical University Munich, Munich, Germany
Bjoern Menze
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Universität Bern, Bern, Switzerland
Mauricio Reyes
Bibliographic Information
Book Title: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
Book Subtitle: Third International Workshop, BrainLes 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Revised Selected Papers
Editors: Alessandro Crimi, Spyridon Bakas, Hugo Kuijf, Bjoern Menze, Mauricio Reyes
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-75238-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG, part of Springer Nature 2018
Softcover ISBN: 978-3-319-75237-2Published: 17 February 2018
eBook ISBN: 978-3-319-75238-9Published: 16 February 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 517
Number of Illustrations: 233 b/w illustrations
Topics: Image Processing and Computer Vision, Artificial Intelligence, Probability and Statistics in Computer Science, Health Informatics