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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Machine Learning in Medical Imaging

6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings

Editors: Zhou, L., Wang, L., Wang, Q., Shi, Y. (Eds.)

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  • ISBN 978-3-319-24888-2
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Softcover $79.99
price for USA in USD
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About this book

This book constitutes the proceedings of the 6th International Workshop on Machine Learning in Medical Imaging, MLMI 2015, held in conjunction with MICCAI 2015, in Munich in October 2015.

The 40 full papers presented in this volume were carefully reviewed and selected from 69 submissions. The workshop focuses on major trends and challenges in the area of machine learning in medical imaging and present works aimed to identify new cutting-edge techniques and their use in medical imaging. 

Table of contents (40 chapters)

Table of contents (40 chapters)
  • Segmentation of Right Ventricle in Cardiac MR Images Using Shape Regression

    Sedai, Suman (et al.)

    Pages 1-8

  • Visual Saliency Based Active Learning for Prostate MRI Segmentation

    Mahapatra, Dwarikanath (et al.)

    Pages 9-16

  • Soft-Split Random Forest for Anatomy Labeling

    Ma, Guangkai (et al.)

    Pages 17-25

  • A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation

    Xu, Tao (et al.)

    Pages 26-35

  • Machine Learning on High Dimensional Shape Data from Subcortical Brain Surfaces: A Comparison of Feature Selection and Classification Methods

    Wade, Benjamin S. C. (et al.)

    Pages 36-43

Buy this book

eBook $59.99
price for USA in USD (gross)
  • ISBN 978-3-319-24888-2
  • 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 978-3-319-24887-5
  • 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
6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings
Editors
  • Luping Zhou
  • Li Wang
  • Qian Wang
  • Yinghuan Shi
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
9352
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-24888-2
DOI
10.1007/978-3-319-24888-2
Softcover ISBN
978-3-319-24887-5
Edition Number
1
Number of Pages
XII, 341
Number of Illustrations
128 b/w illustrations
Topics