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Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017

20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III

  • Maxime Descoteaux
  • Lena Maier-Hein
  • Alfred Franz
  • Pierre Jannin
  • D. Louis Collins
  • Simon Duchesne

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10435)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 10435)

Table of contents

  1. Front Matter
    Pages I-XXVI
  2. Feature Extraction and Classification Techniques

    1. Front Matter
      Pages 1-1
    2. Mingxia Liu, Jun Zhang, Ehsan Adeli, Dinggang Shen
      Pages 3-11
    3. Pin Zhang, Bibo Shi, Charles D. Smith, Jundong Liu
      Pages 12-20
    4. Nitin Kumar, Ajit V. Rajwade, Sharat Chandran, Suyash P. Awate
      Pages 21-29
    5. Christian Wachinger, Anna Rieckmann, Martin Reuter
      Pages 30-37
    6. Benjamín Gutiérrez, Loïc Peter, Tassilo Klein, Christian Wachinger
      Pages 38-45
    7. Mingliang Wang, Xiaoke Hao, Jiashuang Huang, Kangcheng Wang, Xijia Xu, Daoqiang Zhang
      Pages 46-54
    8. Li Zhang, Dana Cobzas, Alan Wilman, Linglong Kong
      Pages 55-63
    9. Yun Gu, Khushi Vyas, Jie Yang, Guang-Zhong Yang
      Pages 64-71
    10. Xiaofeng Zhu, Kim-Han Thung, Ehsan Adeli, Yu Zhang, Dinggang Shen
      Pages 72-80
    11. John Treilhard, Susanne Smolka, Lawrence Staib, Julius Chapiro, MingDe Lin, Georgy Shakirin et al.
      Pages 81-88
    12. Yang Song, Hang Chang, Heng Huang, Weidong Cai
      Pages 99-106
    13. Xinwei Sun, Lingjing Hu, Yuan Yao, Yizhou Wang
      Pages 107-115
    14. Gabriele Abbati, Stefan Bauer, Sebastian Winklhofer, Peter J. Schüffler, Ulrike Held, Jakob M. Burgstaller et al.
      Pages 116-124
    15. Rui Li, Ping Wu, Igor Yakushev, Jian Wang, Sibylle I. Ziegler, Stefan Förster et al.
      Pages 125-133
    16. Sebastian J. Wirkert, Anant S. Vemuri, Hannes G. Kenngott, Sara Moccia, Michael Götz, Benjamin F. B. Mayer et al.
      Pages 134-141
    17. Mário João Fartaria, Alexis Roche, Reto Meuli, Cristina Granziera, Tobias Kober, Meritxell Bach Cuadra
      Pages 142-149
    18. Konstantin Dmitriev, Arie E. Kaufman, Ammar A. Javed, Ralph H. Hruban, Elliot K. Fishman, Anne Marie Lennon et al.
      Pages 150-158
    19. Dajiang Zhu, Brandalyn C. Riedel, Neda Jahanshad, Nynke A. Groenewold, Dan J. Stein, Ian H. Gotlib et al.
      Pages 159-167
    20. Hongzhi Wang, Mehdi Moradi, Yaniv Gur, Prasanth Prasanna, Tanveer Syeda-Mahmood
      Pages 168-176
    21. Sarah Parisot, Sofia Ira Ktena, Enzo Ferrante, Matthew Lee, Ricardo Guerrerro Moreno, Ben Glocker et al.
      Pages 177-185
  3. Machine Learning in Medical Image Computing

    1. Front Matter
      Pages 203-203
    2. Yingying Zhu, Minjeong Kim, Xiaofeng Zhu, Jin Yan, Daniel Kaufer, Guorong Wu
      Pages 205-213
    3. Florian Dubost, Gerda Bortsova, Hieab Adams, Arfan Ikram, Wiro J. Niessen, Meike Vernooij et al.
      Pages 214-221
    4. Yuyin Zhou, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille
      Pages 222-230
    5. Abhijit Guha Roy, Sailesh Conjeti, Debdoot Sheet, Amin Katouzian, Nassir Navab, Christian Wachinger
      Pages 231-239
    6. Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang et al.
      Pages 240-249
    7. Zongyuan Ge, Sergey Demyanov, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi
      Pages 250-258
    8. Zhe Wang, Yanxin Yin, Jianping Shi, Wei Fang, Hongsheng Li, Xiaogang Wang
      Pages 267-275
    9. Wufeng Xue, Andrea Lum, Ashley Mercado, Mark Landis, James Warrington, Shuo Li
      Pages 276-284
    10. Lucas Fidon, Wenqi Li, Luis C. Garcia-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sebastien Ourselin et al.
      Pages 285-293
    11. Stefanos Apostolopoulos, Sandro De Zanet, Carlos Ciller, Sebastian Wolf, Raphael Sznitman
      Pages 294-301
    12. Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Darwin Yeung et al.
      Pages 302-310
    13. Christoph Baur, Shadi Albarqouni, Nassir Navab
      Pages 311-319
    14. Mattias P. Heinrich, Ozan Oktay
      Pages 329-337
    15. Zhoubing Xu, Qiangui Huang, JinHyeong Park, Mingqing Chen, Daguang Xu, Dong Yang et al.
      Pages 338-346
    16. Thomas Joyce, Agisilaos Chartsias, Sotirios A. Tsaftaris
      Pages 347-355
    17. Gerda Bortsova, Gijs van Tulder, Florian Dubost, Tingying Peng, Nassir Navab, Aad van der Lugt et al.
      Pages 356-364
    18. Emran Mohammad Abu Anas, Saman Nouranian, S. Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimu E. Salcudean et al.
      Pages 365-373
    19. Prabhat Garg, Elizabeth Davenport, Gowtham Murugesan, Ben Wagner, Christopher Whitlow, Joseph Maldjian et al.
      Pages 374-381
    20. Dwarikanath Mahapatra, Behzad Bozorgtabar, Sajini Hewavitharanage, Rahil Garnavi
      Pages 382-390
    21. Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen
      Pages 399-407
    22. Yizhe Zhang, Lin Yang, Jianxu Chen, Maridel Fredericksen, David P. Hughes, Danny Z. Chen
      Pages 408-416

Other volumes

  1. Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
    20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III
  2. 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I
  3. 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II
  4. Measurements, Models, and Predictions

About these proceedings

Introduction

The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held inQuebec City, Canada, in September 2017.

The 255 revised full papers presented were carefully reviewed and selected from 800 submissions in a two-phase review process. The papers have been organized in the following topical sections: Part I: atlas and surface-based techniques; shape and patch-based techniques; registration techniques, functional imaging, connectivity, and brain parcellation; diffusion magnetic resonance imaging (dMRI) and tensor/fiber processing; and image segmentation and modelling. Part II: optical imaging; airway and vessel analysis; motion and cardiac analysis; tumor processing; planning and simulation for medical interventions; interventional imaging and navigation; and medical image computing. Part III: feature extraction and classification techniques; and machine learning in medical image computing.

Keywords

Computer Science Informatics Conference Proceedings Research Applications

Editors and affiliations

  1. 1.Université de SherbrookeSherbrookeCanada
  2. 2.DKFZHeidelbergGermany
  3. 3.Ulm University of Applied SciencesUlmGermany
  4. 4.Université de Rennes 1RennesFrance
  5. 5.McGill UniversityMontrealCanada
  6. 6.Université LavalQuébecCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-66179-7
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-66178-0
  • Online ISBN 978-3-319-66179-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site