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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Machine Learning in Medical Imaging

4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013, Proceedings

Editors: Wu, G., Zhang, D., Shen, D., Yan, P., Suzuki, K., Wang, F. (Eds.)

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  • Conference proceedings of the International Workshop on Machine Learning in Medical Imaging, MLMI 2013

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eBook $59.99
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  • ISBN 978-3-319-02267-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
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  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-02266-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the refereed proceedings of the 4th International Workshop on Machine Learning in Medical Imaging, MLMI 2013, held in conjunction with the International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2013, in Nagoya, Japan, in September 2013. The 32 contributions included in this volume were carefully reviewed and selected from 57 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.

Table of contents (32 chapters)

Table of contents (32 chapters)
  • Unsupervised Deep Learning for Hippocampus Segmentation in 7.0 Tesla MR Images

    Pages 1-8

    Kim, Minjeong (et al.)

  • Integrating Multiple Network Properties for MCI Identification

    Pages 9-16

    Jie, Biao (et al.)

  • Learning-Boosted Label Fusion for Multi-atlas Auto-Segmentation

    Pages 17-24

    Han, Xiao

  • Volumetric Segmentation of Key Fetal Brain Structures in 3D Ultrasound

    Pages 25-32

    Yaqub, Mohammad (et al.)

  • Sparse Classification with MRI Based Markers for Neuromuscular Disease Categorization

    Pages 33-40

    Gkirtzou, Katerina (et al.)

Buy this book

eBook $59.99
price for USA in USD (gross)
  • ISBN 978-3-319-02267-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-02266-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning in Medical Imaging
Book Subtitle
4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013, Proceedings
Editors
  • Guorong Wu
  • Daoqiang Zhang
  • Dinggang Shen
  • Pingkun Yan
  • Kenji Suzuki
  • Fei Wang
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
8184
Copyright
2013
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-02267-3
DOI
10.1007/978-3-319-02267-3
Softcover ISBN
978-3-319-02266-6
Edition Number
1
Number of Pages
XII, 262
Number of Illustrations
94 b/w illustrations
Topics