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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 II

  • Alessandro Crimi
  • Spyridon Bakas
Conference proceedings BrainLes 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11993)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11993)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Brain Tumor Image Segmentation

    1. Front Matter
      Pages 1-1
    2. Xiaowei Xu, Wangyuan Zhao, Jun Zhao
      Pages 3-13
    3. Subhashis Banerjee, Harkirat Singh Arora, Sushmita Mitra
      Pages 37-49
    4. Xutao Guo, Chushu Yang, Ting Ma, Pengzheng Zhou, Shangfeng Lu, Nan Ji et al.
      Pages 50-60
    5. Shuo Wang, Chengliang Dai, Yuanhan Mo, Elsa Angelini, Yike Guo, Wenjia Bai
      Pages 61-72
    6. Linmin Pei, Lasitha Vidyaratne, M. Monibor Rahman, Zeina A. Shboul, Khan M. Iftekharuddin
      Pages 73-81
    7. Andriy Myronenko, Ali Hatamizadeh
      Pages 82-89
    8. Ujjwal Baid, Nisarg A. Shah, Sanjay Talbar
      Pages 90-98
    9. Chandan Ganesh Bangalore Yogananda, Ben Wagner, Sahil S. Nalawade, Gowtham K. Murugesan, Marco C. Pinho, Baowei Fei et al.
      Pages 99-112
    10. S. Rosas González, T. Birgui Sekou, M. Hidane, C. Tauber
      Pages 113-123
    11. Sveinn Pálsson, Stefano Cerri, Andrea Dittadi, Koen Van Leemput
      Pages 124-134
    12. Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Jakub Nalepa
      Pages 135-147
    13. Gowtham Krishnan Murugesan, Sahil Nalawade, Chandan Ganesh, Ben Wagner, Fang F. Yu, Baowei Fei et al.
      Pages 148-157
    14. Parvez Ahmad, Saqib Qamar, Seyed Raein Hashemi, Linlin Shen
      Pages 158-166
    15. Thibault Buatois, Élodie Puybareau, Guillaume Tochon, Joseph Chazalon
      Pages 167-178
    16. Krzysztof Kotowski, Jakub Nalepa, Wojciech Dudzik
      Pages 179-190
    17. Nabila Abraham, Naimul Mefraz Khan
      Pages 191-198

Other volumes

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

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 computer networks computer systems computer vision deep learning image analysis image processing image segmentation machine learning network architecture network protocols neural networks object recognition object segmentation pattern recognition segmentation methods software design software engineering software quality

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 II
  • Editors Alessandro Crimi
    Spyridon Bakas
  • Series Title Lecture Notes in Computer Science
  • Series Abbreviated Title Lect.Notes Computer
  • DOI https://doi.org/10.1007/978-3-030-46643-5
  • Copyright Information Springer Nature Switzerland AG 2020
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-030-46642-8
  • eBook ISBN 978-3-030-46643-5
  • Series ISSN 0302-9743
  • Series E-ISSN 1611-3349
  • Edition Number 1
  • Number of Pages XVI, 398
  • Number of Illustrations 26 b/w illustrations, 148 illustrations in colour
  • Topics Image Processing and Computer Vision
    Machine Learning
    Computer Applications
    Pattern Recognition
    Computing Milieux
  • Buy this book on publisher's site