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

First International Workshop, Brainles 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers

  • Alessandro Crimi
  • Bjoern Menze
  • Oskar Maier
  • Mauricio Reyes
  • Heinz Handels

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9556)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 9556)

Table of contents

  1. Front Matter
    Pages I-IX
  2. Alessandro Crimi
    Pages 1-5
  3. Brain Lesion Image Analysis

    1. Front Matter
      Pages 7-7
    2. Alexandra Derntl, Claudia Plant, Philipp Gruber, Susanne Wegener, Jan S. Bauer, Bjoern H. Menze
      Pages 21-32
    3. Emily L. Dennis, Gautam Prasad, Madelaine Daianu, Liang Zhan, Talin Babikian, Claudia Kernan et al.
      Pages 33-44
    4. Tim Jerman, Alfiia Galimzianova, Franjo Pernuš, Boštjan Likar, Žiga Špiclin
      Pages 45-56
    5. Christophe Maggia, Senan Doyle, Florence Forbes, Olivier Heck, Irène Troprès, Corentin Berthet et al.
      Pages 57-68
    6. Esther Alberts, Guillaume Charpiat, Yuliya Tarabalka, Thomas Huber, Marc-André Weber, Jan Bauer et al.
      Pages 69-79
    7. Loredana Storelli, Elisabetta Pagani, Maria Assunta Rocca, Mark A. Horsfield, Massimo Filippi
      Pages 80-90
    8. Félix Renard, Matthieu Urvoy, Assia Jaillard
      Pages 91-103
    9. Yaël Balbastre, Michel E. Vandenberghe, Anne-Sophie Hérard, Pauline Gipchtein, Caroline Jan, Anselme L. Perrier et al.
      Pages 104-115
  4. Brain Tumor Image Segmentation

    1. Front Matter
      Pages 117-117
    2. Oskar Maier, Matthias Wilms, Heinz Handels
      Pages 119-130
    3. Sérgio Pereira, Adriano Pinto, Victor Alves, Carlos A. Silva
      Pages 131-143
    4. Spyridon Bakas, Ke Zeng, Aristeidis Sotiras, Saima Rathore, Hamed Akbari, Bilwaj Gaonkar et al.
      Pages 144-155
    5. Raphael Meier, Venetia Karamitsou, Simon Habegger, Roland Wiest, Mauricio Reyes
      Pages 156-167
    6. Mikael Agn, Oula Puonti, Per Munck af Rosenschöld, Ian Law, Koen Van Leemput
      Pages 168-180
    7. Kiran Vaidhya, Subramaniam Thirunavukkarasu, Varghese Alex, Ganapathy Krishnamurthi
      Pages 181-194
    8. Mohammad Havaei, Francis Dutil, Chris Pal, Hugo Larochelle, Pierre-Marc Jodoin
      Pages 195-208

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Brain Lesion (BrainLes), Brain Tumor Segmentation (BRATS) and Ischemic Stroke Lesion Segmentation (ISLES), held in Munich, Germany, on October 5, 2015, in conjunction with the International Conference on Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015.

The 25 papers presented in this volume were carefully reviewed and selected from 28 submissions. They are grouped around the following topics: brain lesion image analysis; brain tumor image segmentation; ischemic stroke lesion image segmentation.

Keywords

clinical prognosis image segmentation life and medical sciences machine learning probabilistic model brain cancer deep learning glioma image processing level set magnetic resonance imaging multimodal MRI multiple sclerosis random forests registration segmentation structured learning supervised learning trauma brain injuries unsupervised learning

Editors and affiliations

  • Alessandro Crimi
    • 1
  • Bjoern Menze
    • 2
  • Oskar Maier
    • 3
  • Mauricio Reyes
    • 4
  • Heinz Handels
    • 5
  1. 1.Istituto Italiano di Tecnologia (IIT)GenovaItaly
  2. 2.TU München, Computer ScienceMünchenGermany
  3. 3.Medical InformaticsUniversity of LübeckLübeckGermany
  4. 4.Surgical Technology and BiomechanicsUniversität BernBernSwitzerland
  5. 5.Medical InformaticsUniversity of LübeckLübeckGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-30858-6
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-30857-9
  • Online ISBN 978-3-319-30858-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book