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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
    18. Kaisheng Liang, Wenlian Lu
      Pages 199-207
    19. Hanxiao Zhang, Jingxiong Li, Mali Shen, Yaqi Wang, Guang-Zhong Yang
      Pages 208-217
    20. Megh Bhalerao, Siddhesh Thakur
      Pages 218-225
    21. Yan-Ting Weng, Hsiang-Wei Chan, Teng-Yi Huang
      Pages 226-233
    22. Yanhao Ren, Pin Sun, Wenlian Lu
      Pages 244-254
    23. Yunzhe Xue, Meiyan Xie, Fadi G. Farhat, Olga Boukrina, A. M. Barrett, Jeffrey R. Binder et al.
      Pages 255-265
    24. Pengyu Yin, Yingdong Hu, Jing Liu, Jiaming Duan, Wei Yang, Kun Cheng
      Pages 266-273
    25. Cheng Guohua, Luo Mengyan, He Linyang, Mo Lingqiang
      Pages 274-284
    26. Xiaoqing Guo, Chen Yang, Pak Lun Lam, Peter Y. M. Woo, Yixuan Yuan
      Pages 285-295
    27. Andrei Iantsen, Vincent Jaouen, Dimitris Visvikis, Mathieu Hatt
      Pages 296-302
    28. Mehdi Astaraki, Chunliang Wang, Gabriel Carrizo, Iuliana Toma-Dasu, Örjan Smedby
      Pages 316-323
    29. Dmitrii Lachinov, Elena Shipunova, Vadim Turlapov
      Pages 324-332
  3. Combined MRI and Pathology Brain Tumor Classification

    1. Front Matter
      Pages 333-333
    2. Linmin Pei, Lasitha Vidyaratne, Wei-Wen Hsu, Md Monibor Rahman, Khan M. Iftekharuddin
      Pages 335-342
    3. Hsiang-Wei Chan, Yan-Ting Weng, Teng-Yi Huang
      Pages 353-359
    4. Yunzhe Xue, Yanan Yang, Fadi G. Farhat, Frank Y. Shih, Olga Boukrina, A. M. Barrett et al.
      Pages 360-367
  4. Tools AllowingClinical Translation of Image Computing Algorithms

    1. Front Matter
      Pages 369-369
    2. Tahsin Kurc, Ashish Sharma, Rajarsi Gupta, Le Hou, Han Le, Shahira Abousamra et al.
      Pages 371-379
    3. Sarthak Pati, Ashish Singh, Saima Rathore, Aimilia Gastounioti, Mark Bergman, Phuc Ngo et al.
      Pages 380-394
  5. Back Matter
    Pages 395-398

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 (58 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

  • 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
  • Print ISBN 978-3-030-46642-8
  • Online ISBN 978-3-030-46643-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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