Image Processing, Computer Vision, Pattern Recognition, and Graphics

Machine Learning in Medical Imaging

Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Revised Selected Papers

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

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  • State of the art research
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  • ISBN 978-3-642-35428-1
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About this book

This book constitutes the refereed proceedings of the Third International Workshop on Machine Learning in Medical Imaging, MLMI 2012, held in conjunction with MICCAI 2012, in Nice, France, in October 2012.
The 33 revised full papers presented were carefully reviewed and selected from 67 submissions. The main aim of this workshop is to help advance the scientific research within the broad field of machine learning in medical imaging. It focuses on major trends and challenges in this area, and it presents work aimed to identify new cutting-edge techniques and their use in medical imaging.

Table of contents (33 chapters)

  • Transductive Prostate Segmentation for CT Image Guided Radiotherapy

    Shi, Yinghuan (et al.)

    Pages 1-9

  • Model-Driven Centerline Extraction for Severely Occluded Major Coronary Arteries

    Zheng, Yefeng (et al.)

    Pages 10-18

  • MRI Confirmed Prostate Tissue Classification with Laplacian Eigenmaps of Ultrasound RF Spectra

    Moradi, Mehdi (et al.)

    Pages 19-26

  • Hierarchical Ensemble of Multi-level Classifiers for Diagnosis of Alzheimer’s Disease

    Liu, Manhua (et al.)

    Pages 27-35

  • Dense Deformation Reconstruction via Sparse Coding

    Shi, Yonghong (et al.)

    Pages 36-44

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-35428-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-642-35427-4
  • 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
Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Revised Selected Papers
Editors
  • Fei Wang
  • Dinggang Shen
  • Pingkun Yan
  • Kenji Suzuki
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
7588
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-35428-1
DOI
10.1007/978-3-642-35428-1
Softcover ISBN
978-3-642-35427-4
Edition Number
1
Number of Pages
XII, 276
Number of Illustrations and Tables
91 b/w illustrations
Topics