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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries

5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part II

Editors: Crimi, Alessandro, Bakas, Spyridon (Eds.)

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  • ISBN 978-3-030-46643-5
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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.)

Table of contents (38 chapters)

Table of contents (38 chapters)
  • Brain Tumor Segmentation Using Attention-Based Network in 3D MRI Images

    Pages 3-13

    Xu, Xiaowei (et al.)

  • Multimodal Brain Image Segmentation and Analysis with Neuromorphic Attention-Based Learning

    Pages 14-26

    Han, Woo-Sup (et al.)

  • Improving Brain Tumor Segmentation in Multi-sequence MR Images Using Cross-Sequence MR Image Generation

    Pages 27-36

    Zhao, Guojing (et al.)

  • Ensemble of CNNs for Segmentation of Glioma Sub-regions with Survival Prediction

    Pages 37-49

    Banerjee, Subhashis (et al.)

  • Brain Tumor Segmentation Based on Attention Mechanism and Multi-model Fusion

    Pages 50-60

    Guo, Xutao (et al.)

Buy this book

eBook 60,98 €
price for Spain (gross)
  • ISBN 978-3-030-46643-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 76,95 €
price for Spain (gross)
  • ISBN 978-3-030-46642-8
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

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
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11993
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-46643-5
DOI
10.1007/978-3-030-46643-5
Softcover ISBN
978-3-030-46642-8
Edition Number
1
Number of Pages
XVI, 398
Number of Illustrations
26 b/w illustrations, 148 illustrations in colour
Topics

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