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Machine Learning in Medical Imaging

9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings

  • Yinghuan Shi
  • Heung-Il Suk
  • Mingxia Liu
Conference proceedings MLMI 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11046)

Also part of the Computer Communication Networks and Telecommunications book sub series (LNCCN, volume 11046)

Table of contents

  1. Front Matter
    Pages I-XIII
  2. Feiyun Zhu, Xinliang Zhu, Sheng Wang, Jiawen Yao, Zhichun Xiao, Junzhou Huang
    Pages 10-18
  3. Nesrine Bnouni, Islem Rekik, Mohamed Salah Rhim, Najoua Essoukri Ben Amara
    Pages 19-27
  4. Yaxin Shen, Ruogu Fang, Bin Sheng, Ling Dai, Huating Li, Jing Qin et al.
    Pages 28-36
  5. Dufan Wu, Kyungsang Kim, Bin Dong, Georges El Fakhri, Quanzheng Li
    Pages 37-45
  6. Youbao Tang, Jinzheng Cai, Le Lu, Adam P. Harrison, Ke Yan, Jing Xiao et al.
    Pages 46-54
  7. Xiaohuan Cao, Jianhuan Yang, Li Wang, Zhong Xue, Qian Wang, Dinggang Shen
    Pages 55-63
  8. Dwarikanath Mahapatra, Zongyuan Ge, Suman Sedai, Rajib Chakravorty
    Pages 73-80
  9. Gerard Sanroma, Loes Rutten-Jacobs, Valerie Lohner, Johanna Kramme, Sach Mukherjee, Martin Reuter et al.
    Pages 81-88
  10. Frank Preiswerk, Cheng-Chieh Cheng, Jie Luo, Bruno Madore
    Pages 89-97
  11. Adrien Depeursinge, Julien Fageot, Vincent Andrearczyk, John Paul Ward, Michael Unser
    Pages 107-115
  12. Mohammad Ali Maraci, Weidi Xie, J. Alison Noble
    Pages 116-124
  13. Liang Sun, Daoqiang Zhang, Li Wang, Wei Shao, Zengsi Chen, Weili Lin et al.
    Pages 125-133
  14. Xian-Hua Han, JiandDe Sun, Lanfen Lin, Yen-Wei Chen
    Pages 134-142
  15. Mingli Zhang, Christian Desrosiers, Yuhong Guo, Caiming Zhang, Budhachandra Khundrakpam, Alan Evans
    Pages 152-160
  16. Weixiang Chen, Hongchen Ji, Jianjiang Feng, Rong Liu, Yi Yu, Ruiquan Zhou et al.
    Pages 161-169
  17. Taibou Birgui Sekou, Moncef Hidane, Julien Olivier, Hubert Cardot
    Pages 170-178
  18. Konstantin Thierbach, Pierre-Louis Bazin, Walter de Back, Filippos Gavriilidis, Evgeniya Kirilina, Carsten Jäger et al.
    Pages 179-187
  19. Guodong Zeng, Qian Wang, Till Lerch, Florian Schmaranzer, Moritz Tannast, Klaus Siebenrock et al.
    Pages 188-196
  20. Pingkun Yan, Sheng Xu, Ardeshir R. Rastinehad, Brad J. Wood
    Pages 197-204
  21. Bo Li, Marius de Groot, Meike W. Vernooij, M. Arfan Ikram, Wiro J. Niessen, Esther E. Bron
    Pages 205-213
  22. Santiago Estrada, Sailesh Conjeti, Muneer Ahmad, Nassir Navab, Martin Reuter
    Pages 214-222
  23. Zhewei Wang, Charles D. Smith, Jundong Liu
    Pages 223-232
  24. Jiawei Chen, Han Zhang, Dong Nie, Li Wang, Gang Li, Weili Lin et al.
    Pages 233-240
  25. Navid Alemi Koohababni, Mostafa Jahanifar, Ali Gooya, Nasir Rajpoot
    Pages 241-248
  26. Yuxing Tang, Xiaosong Wang, Adam P. Harrison, Le Lu, Jing Xiao, Ronald M. Summers
    Pages 249-258
  27. Kilian Hett, Vinh-Thong Ta, José V. Manjón, Pierrick Coupé
    Pages 259-266
  28. Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi
    Pages 267-275
  29. Jana Kemnitz, Christian F. Baumgartner, Wolfgang Wirth, Felix Eckstein, Sebastian K. Eder, Ender Konukoglu
    Pages 276-284
  30. Enzo Ferrante, Ozan Oktay, Ben Glocker, Diego H. Milone
    Pages 294-302
  31. Guannan Li, Mingxia Liu, Quansen Sun, Dinggang Shen, Li Wang
    Pages 303-309
  32. Haijun Lei, Zhongwei Huang, Ahmed Elazab, Hancong Li, Baiying Lei
    Pages 310-318
  33. Eleni Chiou, Francesco Giganti, Elisenda Bonet-Carne, Shonit Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki
    Pages 319-327
  34. Soheil Esmaeilzadeh, Dimitrios Ioannis Belivanis, Kilian M. Pohl, Ehsan Adeli
    Pages 337-345
  35. Vanya V. Valindria, Ioannis Lavdas, Juan Cerrolaza, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert et al.
    Pages 346-354
  36. Haifang Qin, Yuru Pei, Yuke Guo, Gengyu Ma, Tianmin Xu, Hongbin Zha
    Pages 355-362
  37. Gustav Bredell, Christine Tanner, Ender Konukoglu
    Pages 363-370
  38. Yungeng Zhang, Yuru Pei, Haifang Qin, Yuke Guo, Gengyu Ma, Tianmin Xu et al.
    Pages 371-379
  39. Back Matter
    Pages 407-409

About these proceedings

Introduction

This book constitutes the proceedings of the 9th International Workshop on Machine Learning in Medical Imaging, MLMI 2018, held in conjunction with MICCAI 2018 in Granada, Spain, in September 2018.

The 45 papers presented in this volume were carefully reviewed and selected from 82 submissions. They focus on major trends and challenges in the area of machine learning in medical imaging and aim to identify new cutting-edge techniques and their use in medical imaging.

Keywords

artificial intelligence automatic segmentations classification and regression trees convolutional neural networks generative adversarial networks image processing image quality image reconstruction image segmentation imaging systems machine learning medical images network architecture neural networks segmentation methods supervised learning

Editors and affiliations

  • Yinghuan Shi
    • 1
  • Heung-Il Suk
    • 2
  • Mingxia Liu
    • 3
  1. 1.Nanjing UniversityNanjingChina
  2. 2.Korea UniversitySeoulKorea (Republic of)
  3. 3.University of North Carolina at Chapel HillChapel HillUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-00919-9
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-00918-2
  • Online ISBN 978-3-030-00919-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site