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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Machine Learning in Medical Imaging

5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014, Proceedings

Editors: Wu, Guorong, Zhang, Daoqiang, Zhou, Luping (Eds.)

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  • ISBN 978-3-319-10581-9
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About this book

This book constitutes the refereed proceedings of the 5th International Workshop on Machine Learning in Medical Imaging, MLMI 2014, held in conjunction with the International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2014, in Cambridge, MA, USA, in September 2014. The 40 contributions included in this volume were carefully reviewed and selected from 70 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 (40 chapters)

Table of contents (40 chapters)
  • Sparsity-Learning-Based Longitudinal MR Image Registration for Early Brain Development

    Pages 1-8

    Wang, Qian (et al.)

  • Graph-Based Label Propagation in Fetal Brain MR Images

    Pages 9-16

    Koch, Lisa M. (et al.)

  • Deep Learning Based Automatic Immune Cell Detection for Immunohistochemistry Images

    Pages 17-24

    Chen, Ting (et al.)

  • Stacked Multiscale Feature Learning for Domain Independent Medical Image Segmentation

    Pages 25-32

    Kiros, Ryan (et al.)

  • Detection of Mammographic Masses by Content-Based Image Retrieval

    Pages 33-41

    Jiang, Menglin (et al.)

Buy this book

eBook $59.99
price for USA in USD
  • ISBN 978-3-319-10581-9
  • 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
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning in Medical Imaging
Book Subtitle
5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014, Proceedings
Editors
  • Guorong Wu
  • Daoqiang Zhang
  • Luping Zhou
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
8679
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-10581-9
DOI
10.1007/978-3-319-10581-9
Softcover ISBN
978-3-319-10580-2
Edition Number
1
Number of Pages
XII, 332
Number of Illustrations
136 b/w illustrations
Topics