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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
    14. J. P. Serrano-Rubio, Richard Everson
      Pages 210-221
    15. Yanwu Xu, Mingming Gong, Huan Fu, Dacheng Tao, Kun Zhang, Kayhan Batmanghelich
      Pages 222-233
    16. Fabian Isensee, Philipp Kickingereder, Wolfgang Wick, Martin Bendszus, Klaus H. Maier-Hein
      Pages 234-244
    17. Raghav Mehta, Tal Arbel
      Pages 254-266
    18. Amir Gholami, Shashank Subramanian, Varun Shenoy, Naveen Himthani, Xiangyu Yue, Sicheng Zhao et al.
      Pages 289-298
    19. Siddhartha Chandra, Maria Vakalopoulou, Lucas Fidon, Enzo Battistella, Théo Estienne, Roger Sun et al.
      Pages 299-310
    20. Mina Rezaei, Haojin Yang, Christoph Meinel
      Pages 321-333
    21. Szidónia Lefkovits, László Szilágyi, László Lefkovits
      Pages 334-345
    22. Wei Chen, Boqiang Liu, Suting Peng, Jiawei Sun, Xu Qiao
      Pages 358-368
    23. Ujjwal Baid, Sanjay Talbar, Swapnil Rane, Sudeep Gupta, Meenakshi H. Thakur, Aliasgar Moiyadi et al.
      Pages 369-379
    24. Lutao Dai, Tengfei Li, Hai Shu, Liming Zhong, Haipeng Shen, Hongtu Zhu
      Pages 380-392
    25. Santi Puch, Irina Sánchez, Aura Hernández, Gemma Piella, Vesna Prc̆kovska
      Pages 393-405
    26. Eric Carver, Chang Liu, Weiwei Zong, Zhenzhen Dai, James M. Snyder, Joon Lee et al.
      Pages 406-418
    27. Eze Benson, Michael P. Pound, Andrew P. French, Aaron S. Jackson, Tony P. Pridmore
      Pages 419-428
    28. Yannick Suter, Alain Jungo, Michael Rebsamen, Urspeter Knecht, Evelyn Herrmann, Roland Wiest et al.
      Pages 429-440
    29. David Gering, Kay Sun, Aaron Avery, Roger Chylla, Ajeet Vivekanandan, Lisa Kohli et al.
      Pages 441-455
    30. Richard McKinley, Raphael Meier, Roland Wiest
      Pages 456-465
    31. Tran Anh Tuan, Tran Anh Tuan, Pham The Bao
      Pages 466-475
    32. Evan Gates, J. Gregory Pauloski, Dawid Schellingerhout, David Fuentes
      Pages 476-484
    33. Avinash Kori, Mehul Soni, B. Pranjal, Mahendra Khened, Varghese Alex, Ganapathy Krishnamurthi
      Pages 485-496
    34. Chenhong Zhou, Shengcong Chen, Changxing Ding, Dacheng Tao
      Pages 497-507
    35. Zeina A. Shboul, Mahbubul Alam, Lasitha Vidyaratne, Linmin Pei, Khan M. Iftekharuddin
      Pages 508-515
  3. Back Matter
    Pages 517-521

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

  • DOI https://doi.org/10.1007/978-3-030-11726-9
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-11725-2
  • Online ISBN 978-3-030-11726-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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