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© 2020

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 I

  • Alessandro Crimi
  • Spyridon Bakas
Conference proceedings BrainLes 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11992)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11992)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Brain Lesion Image Analysis

    1. Front Matter
      Pages 1-1
    2. Miguel Monteiro, Konstantinos Kamnitsas, Enzo Ferrante, Francois Mathieu, Steven McDonagh, Sam Cook et al.
      Pages 13-22
    3. Mingsong Zhou, Xingce Wang, Zhongke Wu, Jose M. Pozo, Alejandro F. Frangi
      Pages 23-31
    4. Po-Yu Kao, Jeffereson W. Chen, B. S. Manjunath
      Pages 32-43
    5. Caleb M. Grenko, Angela N. Viaene, MacLean P. Nasrallah, Michael D. Feldman, Hamed Akbari, Spyridon Bakas
      Pages 44-56
    6. Siddhesh P. Thakur, Jimit Doshi, Sarthak Pati, Sung Min Ha, Chiharu Sako, Sanjay Talbar et al.
      Pages 57-68
    7. Christian Lucas, Linda F. Aulmann, André Kemmling, Amir Madany Mamlouk, Mattias P. Heinrich
      Pages 69-79
    8. Jeroen Bertels, David Robben, Dirk Vandermeulen, Paul Suetens
      Pages 89-97
    9. Mattias Billast, Maria Ines Meyer, Diana M. Sima, David Robben
      Pages 98-107
    10. Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan et al.
      Pages 119-128
  3. Brain Tumor Image Segmentation

    1. Front Matter
      Pages 129-129
    2. Feifan Wang, Runzhou Jiang, Liqin Zheng, Chun Meng, Bharat Biswal
      Pages 131-141
    3. Mohammad Hamghalam, Baiying Lei, Tianfu Wang
      Pages 153-162
    4. Xiangyu Li, Gongning Luo, Kuanquan Wang
      Pages 163-173
    5. Minh H. Vu, Tufve Nyholm, Tommy Löfstedt
      Pages 174-186

Other volumes

  1. 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 I
  2. 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part II

About these proceedings

Introduction

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 bioinformatics classification computer networks computer systems computer vision correlation analysis deep learning image analysis image processing image segmentation machine learning medical images neural networks object recognition pattern recognition segmentation methods software design software engineering

Editors and affiliations

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

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 I
  • Editors Alessandro Crimi
    Spyridon Bakas
  • Series Title Lecture Notes in Computer Science
  • Series Abbreviated Title Lect.Notes Computer
  • DOI https://doi.org/10.1007/978-3-030-46640-4
  • Copyright Information Springer Nature Switzerland AG 2020
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-030-46639-8
  • eBook ISBN 978-3-030-46640-4
  • Series ISSN 0302-9743
  • Series E-ISSN 1611-3349
  • Edition Number 1
  • Number of Pages XVI, 400
  • Number of Illustrations 16 b/w illustrations, 140 illustrations in colour
  • Topics Image Processing and Computer Vision
    Machine Learning
    Computer Applications
    Computers and Education
    Pattern Recognition
  • Buy this book on publisher's site