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© 2021

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

  • Alessandro Crimi
  • Spyridon Bakas
Conference proceedings BrainLes 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12659)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 12659)

Table of contents

  1. Front Matter
    Pages i-xix
  2. Brain Tumor Segmentation

    1. Front Matter
      Pages 1-1
    2. Tomasz Tarasiewicz, Michal Kawulok, Jakub Nalepa
      Pages 3-14
    3. Mohammadreza Soltaninejad, Tony Pridmore, Michael Pound
      Pages 30-39
    4. Saqib Qamar, Parvez Ahmad, Linlin Shen
      Pages 50-57
    5. Hugh McHugh, Gonzalo Maso Talou, Alan Wang
      Pages 69-80
    6. Zi-Jun Su, Tang-Chen Chang, Yen-Ling Tai, Shu-Jung Chang, Chien-Chang Chen
      Pages 81-92
    7. Changchen Zhao, Zhiming Zhao, Qingrun Zeng, Yuanjing Feng
      Pages 93-103
    8. Richard Zsamboki, Petra Takacs, Borbala Deak-Karancsi
      Pages 104-117
    9. Fabian Isensee, Paul F. Jäger, Peter M. Full, Philipp Vollmuth, Klaus H. Maier-Hein
      Pages 118-132
    10. Sameer Shaikh, Ashish Phophalia
      Pages 133-147
    11. Vladimir Groza, Bair Tuchinov, Evgeniya Amelina, Evgeniy Pavlovskiy, Nikolay Tolstokulakov, Mikhail Amelin et al.
      Pages 148-157
    12. Shiqiang Ma, Zehua Zhang, Jiaqi Ding, Xuejian Li, Jijun Tang, Fei Guo
      Pages 158-167
    13. Carlos A. Silva, Adriano Pinto, Sérgio Pereira, Ana Lopes
      Pages 179-188
    14. Muhammad Junaid Ali, Muhammad Tahir Akram, Hira Saleem, Basit Raza, Ahmad Raza Shahid
      Pages 189-199

Other volumes

  1. 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers, Part I
  2. 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

About these proceedings

Introduction

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 brain lesion cad computer vision deep learning glioblastoma glioma image analysis image processing image reconstruction image segmentation machine learning medical images neural networks pattern recognition segmentation methods software design software engineering traumatic brain injury

Editors and affiliations

  1. 1.University of ZurichZurichSwitzerland
  2. 2.University of PennsylvaniaPhiladelphiaUSA

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 Lecture Notes in Computer Science
  • Series Abbreviated Title Lect.Notes Computer
  • DOI https://doi.org/10.1007/978-3-030-72087-2
  • Copyright Information Springer Nature Switzerland AG 2021
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-030-72086-5
  • eBook ISBN 978-3-030-72087-2
  • Series ISSN 0302-9743
  • Series E-ISSN 1611-3349
  • Edition Number 1
  • Number of Pages XIX, 523
  • Number of Illustrations 25 b/w illustrations, 0 illustrations in colour
  • Topics Image Processing and Computer Vision
    Machine Learning
    Pattern Recognition
    Computational Biology/Bioinformatics
  • Buy this book on publisher's site