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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 I

  • 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 11383)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11383)

Table of contents

  1. Front Matter
    Pages I-XXI
  2. Invited Talk

    1. Front Matter
      Pages 1-1
    2. Ragini Verma, Yusuf Osmanlioglu, Abdol Aziz Ould Ismail
      Pages 3-14
    3. Arsany Hakim, Roland Wiest
      Pages 15-24
    4. G. Anthony Reina, Ravi Panchumarthy
      Pages 25-36
  3. Brain Lesion Image Analysis

    1. Front Matter
      Pages 45-45
    2. Alessandra M. Valcarcel, Kristin A. Linn, Fariha Khalid, Simon N. Vandekar, Shahamat Tauhid, Theodore D. Satterthwaite et al.
      Pages 47-56
    3. Nazanin Mohammadi Sepahvand, Tal Hassner, Douglas L. Arnold, Tal Arbel
      Pages 57-69
    4. Cong Liu, Weixin Si, Yinling Qian, Xiangyun Liao, Qiong Wang, Yong Guo et al.
      Pages 81-91
    5. Micah J. Sheller, G. Anthony Reina, Brandon Edwards, Jason Martin, Spyridon Bakas
      Pages 92-104
    6. Xu Han, Spyridon Bakas, Roland Kwitt, Stephen Aylward, Hamed Akbari, Michel Bilello et al.
      Pages 105-114
    7. Ashis Kumar Dhara, Kalyan Ram Ayyalasomayajula, Erik Arvids, Markus Fahlström, Johan Wikström, Elna-Marie Larsson et al.
      Pages 115-122
    8. Abdol Aziz Ould Ismail, Drew Parker, Moises Hernandez-Fernandez, Steven Brem, Simon Alexander, Ofer Pasternak et al.
      Pages 123-131
    9. Shahab Aslani, Michael Dayan, Vittorio Murino, Diego Sona
      Pages 132-141
    10. Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran et al.
      Pages 142-151
    11. Aleix Solanes, Joaquim Radua, Laura Igual
      Pages 152-160
    12. Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab
      Pages 161-169
    13. Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, Stefano Rovetta
      Pages 170-179

Other volumes

  1. 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 I
  2. 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

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