Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9556)
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 2015.
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Table of contents (25 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 the thoroughly refereed post-workshop proceedings of the International Workshop on Brain Lesion (BrainLes), Brain Tumor Segmentation (BRATS) and Ischemic Stroke Lesion Segmentation (ISLES), held in Munich, Germany, on October 5, 2015, in conjunction with the International Conference on Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015.
The 25 papers presented in this volume were carefully reviewed and selected from 28 submissions. They are grouped around the following topics: brain lesion image analysis; brain tumor image segmentation; ischemic stroke lesion image segmentation.
Keywords
- clinical prognosis
- image segmentation
- life and medical sciences
- machine learning
- probabilistic model
- brain cancer
- deep learning
- glioma
- image processing
- level set
- magnetic resonance imaging
- multimodal MRI
- multiple sclerosis
- random forests
- registration
- segmentation
- structured learning
- supervised learning
- trauma brain injuries
- unsupervised learning
Editors and Affiliations
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Istituto Italiano di Tecnologia (IIT), Genova, Italy
Alessandro Crimi
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TU München, Computer Science, München, Germany
Bjoern Menze
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Medical Informatics, University of Lübeck, Lübeck, Germany
Oskar Maier, Heinz Handels
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Surgical Technology and Biomechanics, Universität Bern, Bern, Switzerland
Mauricio Reyes
Bibliographic Information
Book Title: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
Book Subtitle: First International Workshop, Brainles 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers
Editors: Alessandro Crimi, Bjoern Menze, Oskar Maier, Mauricio Reyes, Heinz Handels
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-30858-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-30857-9Published: 19 March 2016
eBook ISBN: 978-3-319-30858-6Published: 18 March 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: IX, 298
Number of Illustrations: 117 b/w illustrations
Topics: Image Processing and Computer Vision, Pattern Recognition, Artificial Intelligence, Algorithm Analysis and Problem Complexity, Information Systems Applications (incl. Internet), Computer Graphics