Machine Learning in Medical Imaging

Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings

  • Kenji Suzuki
  • Fei Wang
  • Dinggang Shen
  • Pingkun Yan
Conference proceedings MLMI 2011

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7009)

Table of contents

  1. Front Matter
  2. Peter Mysling, Kersten Petersen, Mads Nielsen, Martin Lillholm
    Pages 10-17
  3. Agnès Masson-Sibut, Amir Nakib, Eric Petit, François Leitner
    Pages 18-25
  4. Bahbibi Rahmatullah, Aris Papageorghiou, J. Alison Noble
    Pages 35-42
  5. Carsten Last, Simon Winkelbach, Friedrich M. Wahl, Klaus W. G. Eichhorn, Friedrich Bootz
    Pages 51-58
  6. Wei Liu, Suyash P. Awate, Jeffrey S. Anderson, Deborah Yurgelun-Todd, P. Thomas Fletcher
    Pages 59-66
  7. Gabriele Chiusano, Alessandra Staglianò, Curzio Basso, Alessandro Verri
    Pages 67-74
  8. Johannes Feulner, S. Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu
    Pages 91-99
  9. Minjeong Kim, Guorong Wu, Wei Li, Li Wang, Young-Don Son, Zang-Hee Cho et al.
    Pages 100-108
  10. Uyen T. V. Nguyen, Alauddin Bhuiyan, Kotagiri Ramamohanarao, Laurence A. F. Park
    Pages 117-125
  11. Jiayin Zhou, Qi Tian, Vincent Chong, Wei Xiong, Weimin Huang, Zhimin Wang
    Pages 134-141
  12. Juan David Ospina, Oscar Acosta, Gaël Dréan, Guillaume Cazoulat, Antoine Simon, Juan Carlos Correa et al.
    Pages 142-150
  13. Lisa Tang, Ghassan Hamarneh, Tim Bressmann
    Pages 151-158
  14. Katherine R. Gray, Paul Aljabar, Rolf A. Heckemann, Alexander Hammers, Daniel Rueckert
    Pages 159-166
  15. Stefano Pedemonte, Alexandre Bousse, Brian F. Hutton, Simon Arridge, Sebastien Ourselin
    Pages 167-174
  16. Hongjun Jia, Guorong Wu, Qian Wang, Yaping Wang, Minjeong Kim, Dinggang Shen
    Pages 175-183
  17. Dai Dai, Huiguang He, Joshua Vogelstein, Zengguang Hou
    Pages 193-200
  18. Rémi Cuingnet, Joan Alexis Glaunès, Marie Chupin, Habib Benali, Olivier Colliot
    Pages 201-208
  19. Nhat H. Nguyen, Eric Norris, Mark G. Clemens, Min C. Shin
    Pages 209-216
  20. Moo K. Chung, Seongho Seo, Nagesh Adluru, Houri K. Vorperian
    Pages 225-232
  21. Jose George, Kathleen Vunckx, Sabine Tejpar, Christophe M. Deroose, Johan Nuyts, Dirk Loeckx et al.
    Pages 233-240
  22. Bo Cheng, Daoqiang Zhang, Songcan Chen, Dinggang Shen
    Pages 241-248
  23. Johannes Keustermans, Dirk Smeets, Dirk Vandermeulen, Paul Suetens
    Pages 249-256
  24. Loc Tran, Deb Banerjee, Xiaoyan Sun, Jihong Wang, Ashok J. Kumar, David Vinning et al.
    Pages 265-272
  25. Nima Tajbakhsh, Hong Wu, Wenzhe Xue, Jianming Liang
    Pages 273-281
  26. Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Michaela Schmidt, Andreas Greiser, Edgar Mueller et al.
    Pages 282-290
  27. Sina KhakAbi, Tim K. Lee, M. Stella Atkins
    Pages 291-299
  28. Lichao Wang, Su-Lin Lee, Robert Merrifield, Guang-Zhong Yang
    Pages 300-307
  29. Lei Xu, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka et al.
    Pages 308-316
  30. Ahmad A. Hammoudi, Fuhai Li, Liang Gao, Zhiyong Wang, Michael J. Thrall, Yehia Massoud et al.
    Pages 317-325
  31. Chetan Bhole, Nicholas Morsillo, Christopher Pal
    Pages 326-334
  32. Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda Leinsinger, Andrzej Krol, Axel Wismüller
    Pages 352-359
  33. Back Matter

About these proceedings


This book constitutes the refereed proceedings of the Second International Workshop on Machine Learning in Medical Imaging, MLMI 2011, held in conjunction with MICCAI 2011, in Toronto, Canada, in September 2011. The 44 revised full papers presented were carefully reviewed and selected from 74 submissions. The papers focus on major trends in machine learning in medical imaging aiming to identify new cutting-edge techniques and their use in medical imaging.


artificial neural network computer assisted surgery graphical model multi-modality support vector machines

Editors and affiliations

  • Kenji Suzuki
    • 1
  • Fei Wang
    • 2
  • Dinggang Shen
    • 3
  • Pingkun Yan
    • 4
  1. 1.The University of ChicagoChicagoUSA
  2. 2.IBM Research AlmadenSan JoseUSA
  3. 3.School of Medicine, Department of Radiology and Biomedical Research Imaging CenterUniversity of North CarolinaChapel HillUSA
  4. 4.Xian Institute of Optics and Precision MechanicsChinese Academy of SciencesXi’anChina

Bibliographic information

  • DOI
  • Copyright Information Springer-Verlag GmbH Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science Computer Science (R0)
  • Print ISBN 978-3-642-24318-9
  • Online ISBN 978-3-642-24319-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site