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Image Processing, Computer Vision, Pattern Recognition, and Graphics
cover

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

6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers, Part I

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

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eBook 69,54 €
price for Spain (gross)
  • ISBN 978-3-030-72084-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 85,27 €
price for Spain (gross)
  • ISBN 978-3-030-72083-4
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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.


Table of contents (46 chapters)

Table of contents (46 chapters)
  • Glioma Diagnosis and Classification: Illuminating the Gold Standard

    Pages 3-10

    Nasrallah, MacLean P.

  • Multiple Sclerosis Lesion Segmentation - A Survey of Supervised CNN-Based Methods

    Pages 11-29

    Zhang, Huahong (et al.)

  • Computational Diagnostics of GBM Tumors in the Era of Radiomics and Radiogenomics

    Pages 30-38

    Kazerooni, Anahita Fathi (et al.)

  • Automatic Segmentation of Non-tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks

    Pages 41-50

    Liu, Zhongqiang (et al.)

  • Convolutional Neural Network with Asymmetric Encoding and Decoding Structure for Brain Vessel Segmentation on Computed Tomographic Angiography

    Pages 51-59

    Wu, Guoqing (et al.)

Buy this book

eBook 69,54 €
price for Spain (gross)
  • ISBN 978-3-030-72084-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 85,27 €
price for Spain (gross)
  • ISBN 978-3-030-72083-4
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • 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
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
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12658
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-72084-1
DOI
10.1007/978-3-030-72084-1
Softcover ISBN
978-3-030-72083-4
Edition Number
1
Number of Pages
XX, 529
Number of Illustrations
17 b/w illustrations, 180 illustrations in colour
Topics