Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12658)
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 2020.
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Table of contents (46 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 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 two-volume set LNCS 12658 and 12659 constitutes the thoroughly refereed proceedings of the 6th International MICCAI Brainlesion Workshop, BrainLes 2020, the International Multimodal Brain Tumor Segmentation (BraTS) challenge, and the Computational Precision Medicine: Radiology-Pathology Challenge on Brain Tumor Classification (CPM-RadPath) challenge. These were held jointly at the 23rd Medical Image Computing for Computer Assisted Intervention Conference, MICCAI 2020, in Lima, Peru, in October 2020.*
The revised selected papers presented in these volumes were organized in the following topical sections: brain lesion image analysis (16 selected papers from 21 submissions); brain tumor image segmentation (69 selected papers from 75 submissions); and computational precision medicine: radiology-pathology challenge on brain tumor classification (6 selected papers from 6 submissions).
*The workshop and challenges were held virtually.
Keywords
- artificial intelligence
- automatic segmentations
- bioinformatics
- brain lesion
- cad
- computer vision
- glioblastoma
- glioma
- image analysis
- image processing
- image segmentation
- machine learning
- medical images
- network protocols
- neural networks
- pattern recognition
- segmentation methods
- software design
- software engineering
- traumatic brain injury
Editors and Affiliations
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University of Zurich, Zurich, Switzerland
Alessandro Crimi
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University of Pennsylvania, Philadelphia, USA
Spyridon Bakas
Bibliographic Information
Book Title: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
Book Subtitle: 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers, Part I
Editors: Alessandro Crimi, Spyridon Bakas
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-72084-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-72083-4Published: 27 March 2021
eBook ISBN: 978-3-030-72084-1Published: 26 March 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XX, 529
Number of Illustrations: 17 b/w illustrations, 180 illustrations in colour
Topics: Image Processing and Computer Vision, Machine Learning, Pattern Recognition, Computational Biology/Bioinformatics
