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 II

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

Buy this book

eBook $79.99
price for USA in USD
  • ISBN 978-3-030-72087-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-72086-5
  • 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
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 (45 chapters)

Table of contents (45 chapters)
  • Lightweight U-Nets for Brain Tumor Segmentation

    Pages 3-14

    Tarasiewicz, Tomasz (et al.)

  • Efficient Brain Tumour Segmentation Using Co-registered Data and Ensembles of Specialised Learners

    Pages 15-29

    Shah, Beenitaben (et al.)

  • Efficient MRI Brain Tumor Segmentation Using Multi-resolution Encoder-Decoder Networks

    Pages 30-39

    Soltaninejad, Mohammadreza (et al.)

  • Trialing U-Net Training Modifications for Segmenting Gliomas Using Open Source Deep Learning Framework

    Pages 40-49

    Ellis, David G. (et al.)

  • HI-Net: Hyperdense Inception 3

    Pages 50-57

    Qamar, Saqib (et al.)

Buy this book

eBook $79.99
price for USA in USD
  • ISBN 978-3-030-72087-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-72086-5
  • 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
Loading...

Services for this Book

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 II
Editors
  • Alessandro Crimi
  • Spyridon Bakas
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12659
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-72087-2
DOI
10.1007/978-3-030-72087-2
Softcover ISBN
978-3-030-72086-5
Edition Number
1
Number of Pages
XIX, 523
Number of Illustrations
25 b/w illustrations
Topics