Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11993)
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 2019.
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Table of contents (38 papers)
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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
The two-volume set LNCS 11992 and 11993 constitutes the thoroughly refereed proceedings of the 5th International MICCAI Brainlesion Workshop, BrainLes 2019, the International Multimodal Brain Tumor Segmentation (BraTS) challenge, the Computational Precision Medicine: Radiology-Pathology Challenge on Brain Tumor Classification (CPM-RadPath) challenge, as well as the tutorial session on Tools Allowing Clinical Translation of Image Computing Algorithms (TACTICAL). These were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Shenzhen, China, in October 2019.
The revised selected papers presented in these volumes were organized in the following topical sections: brain lesion image analysis (12 selected papers from 32 submissions); brain tumor image segmentation (57 selected papers from 102 submissions); combined MRI and pathology brain tumor classification (4 selected papers from 5 submissions); tools allowing clinical translation of image computing algorithms (2 selected papers from 3 submissions.)
Keywords
- artificial intelligence
- automatic segmentations
- computer networks
- computer systems
- computer vision
- deep learning
- image analysis
- image processing
- image segmentation
- machine learning
- network architecture
- network protocols
- neural networks
- object recognition
- object segmentation
- pattern recognition
- segmentation methods
- software design
- software engineering
- software quality
Editors and Affiliations
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University Hospital 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: 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part II
Editors: Alessandro Crimi, Spyridon Bakas
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-46643-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-46642-8Published: 17 May 2020
eBook ISBN: 978-3-030-46643-5Published: 19 May 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVI, 398
Number of Illustrations: 26 b/w illustrations, 148 illustrations in colour
Topics: Image Processing and Computer Vision, Machine Learning, Computer Applications, Pattern Recognition, Computing Milieux
