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

Second International Workshop, BrainLes 2016, with the Challenges on BRATS, ISLES and mTOP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers

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

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10154)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 10154)

Table of contents

  1. Front Matter
    Pages I-XI
  2. Brain Lesion Image Analysis

    1. Front Matter
      Pages 1-1
    2. Ferran Prados, M. Jorge Cardoso, Niamh Cawley, Baris Kanber, Olga Ciccarelli, Claudia A. M. Gandini Wheeler-Kingshott et al.
      Pages 3-15
    3. I. J. Gerard, C. Couturier, M. Kersten-Oertel, S. Drouin, D. De Nigris, J. A. Hall et al.
      Pages 16-22
    4. Benjamin Amoah, Alessandro Crimi
      Pages 23-31
    5. Emily L. Dennis, Faisal Rashid, Julio Villalon-Reina, Gautam Prasad, Joshua Faskowitz, Talin Babikian et al.
      Pages 32-42
    6. Javier Juan-Albarracín, Elies Fuster-Garcia, Juan M. García-Gómez
      Pages 43-51
    7. Subhranil Koley, Chandan Chakraborty, Caterina Mainero, Bruce Fischl, Iman Aganj
      Pages 52-61
  3. Brain Tumor Image Segmentation

    1. Front Matter
      Pages 63-63
    2. Ramandeep S. Randhawa, Ankit Modi, Parag Jain, Prashant Warier
      Pages 65-74
    3. Xiaomei Zhao, Yihong Wu, Guidong Song, Zhenye Li, Yong Fan, Yazhuo Zhang
      Pages 75-87
    4. László Lefkovits, Szidónia Lefkovits, László Szilágyi
      Pages 88-99
    5. Raphael Meier, Urspeter Knecht, Roland Wiest, Mauricio Reyes
      Pages 100-107
    6. Richard McKinley, Rik Wepfer, Tom Gundersen, Franca Wagner, Andrew Chan, Roland Wiest et al.
      Pages 119-128
    7. Abdelrahman Ellwaa, Ahmed Hussein, Essam AlNaggar, Mahmoud Zidan, Michael Zaki, Mohamed A. Ismail et al.
      Pages 129-137
    8. Konstantinos Kamnitsas, Enzo Ferrante, Sarah Parisot, Christian Ledig, Aditya V. Nori, Antonio Criminisi et al.
      Pages 138-149
    9. Adrià Casamitjana, Santi Puch, Asier Aduriz, Verónica Vilaplana
      Pages 150-161
    10. Bi Song, Chen-Rui Chou, Xiaojing Chen, Albert Huang, Ming-Chang Liu
      Pages 162-170
    11. Loic Le Folgoc, Aditya V. Nori, Siddharth Ancha, Antonio Criminisi
      Pages 171-183
    12. Ke Zeng, Spyridon Bakas, Aristeidis Sotiras, Hamed Akbari, Martin Rozycki, Saima Rathore et al.
      Pages 184-194
    13. Dimah Dera, Fabio Raman, Nidhal Bouaynaya, Hassan M. Fathallah-Shaykh
      Pages 195-205
    14. Edgar A. Rios Piedra, Benjamin M. Ellingson, Ricky K. Taira, Suzie El-Saden, Alex A. T. Bui, William Hsu
      Pages 206-216
  4. Ischemic Stroke Lesion Image Segmentation

    1. Front Matter
      Pages 217-217
    2. Youngwon Choi, Yongchan Kwon, Hanbyul Lee, Beom Joon Kim, Myunghee Cho Paik, Joong-Ho Won
      Pages 231-243
  5. Mild Traumatic Brain Injury Outcome Prediction

    1. Front Matter
      Pages 257-257
    2. R. Bellotti, A. Lombardi, C. Guaragnella, N. Amoroso, A. Tateo, S. Tangaro
      Pages 271-281
    3. Po-Yu Kao, Eduardo Rojas, Jefferson W. Chen, Angela Zhang, B. S. Manjunath
      Pages 282-290
  6. Back Matter
    Pages 291-292

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Brain Lesion, as well as the challenges on  Brain Tumor Segmentation (BRATS), Ischemic Stroke Lesion Image Segmentation (ISLES), and the Mild Traumatic Brain Injury Outcome Prediction (mTOP), held in Athens, October 17, 2016, in conjunction with the International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016.

The 26 papers presented in this volume were carefully reviewed.  They present the latest advances in segmentation, disease prognosis and other applications to the clinical context. 

Keywords

brain image analysis complex networks image processing medical imaging probabilistic model brain cancer clinicalprognosis database deep learning deep neural networks glioma graph theory image segmentation life and medical sciences MRI multiple sclerosis segmentation statistical pattern recognition trauma brain injuries validation

Editors and affiliations

  • Alessandro Crimi
    • 1
  • Bjoern Menze
    • 2
  • Oskar Maier
    • 3
  • Mauricio Reyes
    • 4
  • Stefan Winzeck
    • 5
  • Heinz Handels
    • 6
  1. 1.University of ZurichIstituto Italiano di TecnologiaGenoaItaly
  2. 2.TU München, Computer ScienceMunichGermany
  3. 3.Medical InformaticsUniversity of LübeckLübeckGermany
  4. 4.Surgical Technology and BiomechanicsUniversität BernBernSwitzerland
  5. 5.Department of MedicineUniversity of CambridgeCambridgeUnited Kingdom
  6. 6.Institute of Medical InformaticsUniversity of LübeckLübeckGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-55524-9
  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-55523-2
  • Online ISBN 978-3-319-55524-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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