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Medical Image Computing and Computer Assisted Intervention – MICCAI 2019

22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part IV

  • Dinggang Shen
  • Tianming Liu
  • Terry M. Peters
  • Lawrence H. Staib
  • Caroline Essert
  • Sean Zhou
  • Pew-Thian Yap
  • Ali Khan
Conference proceedings MICCAI 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11767)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11767)

Table of contents

  1. Front Matter
    Pages i-xxxviii
  2. Shape (Including Neuroimage Shape)

    1. Front Matter
      Pages 1-1
    2. Philipp Ernst, Georg Hille, Christian Hansen, Klaus Tönnies, Marko Rak
      Pages 3-11
    3. Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi et al.
      Pages 12-20
    4. Felix Ambellan, Stefan Zachow, Christoph von Tycowicz
      Pages 21-29
    5. Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang
      Pages 30-38
    6. S. Mazdak Abulnaga, Esra Abaci Turk, Mikhail Bessmeltsev, P. Ellen Grant, Justin Solomon, Polina Golland
      Pages 39-47
    7. Shih-Gu Huang, Ilwoo Lyu, Anqi Qiu, Moo K. Chung
      Pages 48-56
    8. Sungmin Hong, James Fishbaugh, Jason J. Wolff, Martin A. Styner, Guido Gerig, the IBIS Network
      Pages 57-65
    9. Vianney Debavelaere, Alexandre Bône, Stanley Durrleman, Stéphanie Allassonnière, for the Alzheimer’s Disease Neuroimaging Initiative
      Pages 66-74
    10. Tuo Zhang, Xiao Li, Lin Zhao, Ying Huang, Zhibin He, Lei Guo et al.
      Pages 75-83
    11. Ying Huang, Zhibin He, Lei Guo, Tianming Liu, Tuo Zhang
      Pages 84-92
    12. Bernhard Egger, Markus D. Schirmer, Florian Dubost, Marco J. Nardin, Natalia S. Rost, Polina Golland
      Pages 93-101
    13. Kristen M. Campbell, Jeffrey S. Anderson, P. Thomas Fletcher
      Pages 102-110
  3. Prediction

    1. Front Matter
      Pages 111-111
    2. Wei Shao, Tongxin Wang, Zhi Huang, Jun Cheng, Zhi Han, Daoqiang Zhang et al.
      Pages 113-121
    3. Anees Kazi, Shayan Shekarforoush, S. Arvind Krishna, Hendrik Burwinkel, Gerome Vivar, Benedict Wiestler et al.
      Pages 122-130
    4. Lyujian Lu, Saad Elbeleidy, Lauren Baker, Hua Wang, Heng Huang, Li Shen et al.
      Pages 140-148
    5. Dan Hu, Han Zhang, Zhengwang Wu, Weili Lin, Gang Li, Dinggang Shen et al.
      Pages 149-157
    6. Wonsik Jung, Ahmad Wisnu Mulyadi, Heung-Il Suk
      Pages 168-176
    7. Yannan Yu, Bhargav Parsi, William Speier, Corey Arnold, Min Lou, Fabien Scalzo
      Pages 177-185
    8. Tao Zhou, Kim-Han Thung, Yu Zhang, Huazhu Fu, Jianbing Shen, Dinggang Shen et al.
      Pages 186-195
    9. Martin Nørgaard, Brice Ozenne, Claus Svarer, Vibe G. Frokjaer, Martin Schain, Stephen C. Strother et al.
      Pages 196-204
    10. Sumana Basu, Konrad Wagstyl, Azar Zandifar, Louis Collins, Adriana Romero, Doina Precup
      Pages 205-213
    11. Yanfu Zhang, Liang Zhan, Weidong Cai, Paul Thompson, Heng Huang
      Pages 214-222
  4. Detection and Localization

    1. Front Matter
      Pages 223-223
    2. Ravnoor S. Gill, Benoit Caldairou, Neda Bernasconi, Andrea Bernasconi
      Pages 225-233
    3. Kimberlin M. H. van Wijnen, Florian Dubost, Pinar Yilmaz, M. Arfan Ikram, Wiro J. Niessen, Hieab Adams et al.
      Pages 234-242
    4. Mingsong Zhou, Xingce Wang, Zhongke Wu, Jose M. Pozo, Alejandro F. Frangi
      Pages 243-252
    5. Jeff Craley, Emily Johnson, Christophe Jouny, Archana Venkataraman
      Pages 253-261
    6. Athanasios Vlontzos, Amir Alansary, Konstantinos Kamnitsas, Daniel Rueckert, Bernhard Kainz
      Pages 262-270
    7. Lixi Deng, Sheng Tang, Huazhu Fu, Bin Wang, Yongdong Zhang
      Pages 271-279
    8. Yi Lin, Jianchao Su, Xiang Wang, Xiang Li, Jingen Liu, Kwang-Ting Cheng et al.
      Pages 280-288
    9. David Zimmerer, Fabian Isensee, Jens Petersen, Simon Kohl, Klaus Maier-Hein
      Pages 289-297
    10. Sumeet Shinde, Tanay Chougule, Jitender Saini, Madhura Ingalhalikar
      Pages 298-306
    11. Qingfeng Li, Xiaodan Xing, Ying Sun, Bin Xiao, Hao Wei, Quan Huo et al.
      Pages 307-315
  5. Machine Learning

    1. Front Matter
      Pages 327-327
    2. Pablo Márquez-Neila, Raphael Sznitman
      Pages 329-337
    3. Mohammad Alsharid, Harshita Sharma, Lior Drukker, Pierre Chatelain, Aris T. Papageorghiou, J. Alison Noble
      Pages 338-346
    4. Hariharan Ravishankar, Rahul Venkataramani, Saihareesh Anamandra, Prasad Sudhakar, Pavan Annangi
      Pages 347-355
    5. Zach Eaton-Rosen, Thomas Varsavsky, Sebastien Ourselin, M. Jorge Cardoso
      Pages 356-364
    6. Felix J. S. Bragman, Ryutaro Tanno, Sebastien Ourselin, Daniel C. Alexander, M. Jorge Cardoso
      Pages 374-383
    7. Zongwei Zhou, Vatsal Sodha, Md Mahfuzur Rahman Siddiquee, Ruibin Feng, Nima Tajbakhsh, Michael B. Gotway et al.
      Pages 384-393
    8. Arijit Patra, Yifan Cai, Pierre Chatelain, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou et al.
      Pages 394-402
    9. Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, P. Ellen Grant, Kui Ying et al.
      Pages 403-410
    10. Stefano B. Blumberg, Marco Palombo, Can Son Khoo, Chantal M. W. Tax, Ryutaro Tanno, Daniel C. Alexander
      Pages 411-419

Other volumes

  1. International MICCAI Workshop, Granada, Spain, September 2018
  2. Personalisation, Validation and Therapy
  3. 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part VI
  4. 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part I
  5. 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part II
  6. 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part III
  7. Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
    22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part IV
  8. 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part V

About these proceedings

Introduction

The six-volume set LNCS 11764, 11765, 11766, 11767, 11768, and 11769 constitutes the refereed proceedings of the 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019, held in Shenzhen, China, in October 2019.

The 539 revised full papers presented were carefully reviewed and selected from 1730 submissions in a double-blind review process. The papers are organized in the following topical sections:

Part I: optical imaging; endoscopy; microscopy.

Part II: image segmentation; image registration; cardiovascular imaging; growth, development, atrophy and progression.

Part III: neuroimage reconstruction and synthesis; neuroimage segmentation; diffusion weighted magnetic resonance imaging; functional neuroimaging (fMRI); miscellaneous neuroimaging.

Part IV: shape; prediction; detection and localization; machine learning; computer-aided diagnosis; image reconstruction and synthesis.

Part V: computer assisted interventions; MIC meets CAI.

Part VI: computed tomography; X-ray imaging.

Keywords

artificial intelligence computed tomography computer aided diagnosis computer assisted interventions image processing image reconstruction image segmentation imaging systems learning algorithms machine learning medical images neural networks neuroimage reconstruction neuroimage segmentation optical imaging segmentation methods support vector machines SVM x-ray imaging

Editors and affiliations

  1. 1.University of North Carolina at Chapel HillChapel HillUSA
  2. 2.University of GeorgiaAthensUSA
  3. 3.Western UniversityLondonCanada
  4. 4.Yale UniversityNew HavenUSA
  5. 5.University of StrasbourgIllkirchFrance
  6. 6.United Imaging IntelligenceShanghaiChina
  7. 7.University of North Carolina at Chapel HillChapel HillUSA
  8. 8.Western UniversityLondonCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-32251-9
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-32250-2
  • Online ISBN 978-3-030-32251-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site