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© 2019

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries

4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part II

  • Alessandro Crimi
  • Spyridon Bakas
  • Hugo Kuijf
  • Farahani Keyvan
  • Mauricio Reyes
  • Theo van Walsum
Conference proceedings BrainLes 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11384)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11384)

Table of contents

  1. Front Matter
    Pages I-XXI
  2. Brain Tumor Image Segmentation

    1. Front Matter
      Pages 1-1
    2. Leon Weninger, Oliver Rippel, Simon Koppers, Dorit Merhof
      Pages 3-12
    3. Michal Marcinkiewicz, Jakub Nalepa, Pablo Ribalta Lorenzo, Wojciech Dudzik, Grzegorz Mrukwa
      Pages 13-24
    4. Rui Hua, Quan Huo, Yaozong Gao, Yu Sun, Feng Shi
      Pages 49-60
    5. Guotai Wang, Wenqi Li, Sébastien Ourselin, Tom Vercauteren
      Pages 61-72
    6. Alberto Albiol, Antonio Albiol, Francisco Albiol
      Pages 73-82
    7. Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
      Pages 94-104
    8. Xiaobin Hu, Hongwei Li, Yu Zhao, Chao Dong, Bjoern H. Menze, Marie Piraud
      Pages 116-127
    9. Po-Yu Kao, Thuyen Ngo, Angela Zhang, Jefferson W. Chen, B. S. Manjunath
      Pages 128-141
    10. Ahana Roy Choudhury, Rami Vanguri, Sachin R. Jambawalikar, Piyush Kumar
      Pages 154-167
    11. Yan Hu, Xiang Liu, Xin Wen, Chen Niu, Yong Xia
      Pages 168-177
    12. Dmitry Lachinov, Evgeny Vasiliev, Vadim Turlapov
      Pages 189-198
    13. Elodie Puybareau, Guillaume Tochon, Joseph Chazalon, Jonathan Fabrizio
      Pages 199-209

Other volumes

  1. 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part I
  2. Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
    4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part II

About these proceedings

Introduction

This two-volume set LNCS 11383 and 11384  constitutes revised selected papers from the 4th International MICCAI Brainlesion Workshop, BrainLes 2018, as well as the International Multimodal Brain Tumor Segmentation, BraTS, Ischemic Stroke Lesion Segmentation, ISLES,  MR Brain Image Segmentation, MRBrainS18, Computational Precision Medicine, CPM, and  Stroke Workshop on Imaging and Treatment Challenges, SWITCH, which were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Granada, Spain, in September 2018.
The 92 papers presented in this volume were carefully reviewed and selected from 95 submissions. They were organized in topical sections named: brain lesion image analysis; brain tumor image segmentation; ischemic stroke lesion image segmentation; grand challenge on MR brain segmentation; computational precision medicine; stroke workshop on imaging and treatment challenges.

Keywords

artificial intelligence automatic segmentations classification computer architecture computer vision cross-validation decision trees estimation image analysis image processing image reconstruction image segmentation machine learning medical images medical imaging neural networks pattern recognition segmentation methods Support Vector Machines (SVM) wireless networks

Editors and affiliations

  1. 1.University Hospital of ZurichZürichSwitzerland
  2. 2.University of PennsylvaniaPhiladelphiaUSA
  3. 3.University Medical Center UtrechtUtrechtThe Netherlands
  4. 4.National Cancer InstituteBethesdaUSA
  5. 5.University of BernBernSwitzerland
  6. 6.Erasmus University Medical CenterRotterdamThe Netherlands

Bibliographic information