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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Machine Learning in Medical Imaging

8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Proceedings

Editors: Wang, Q., Shi, Y., Suk, H.-I., Suzuki, K. (Eds.)

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eBook $59.99
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  • ISBN 978-3-319-67389-9
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Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-67388-2
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About this book

This book constitutes the refereed proceedings of the 8th International Workshop on Machine Learning in Medical Imaging, MLMI 2017, held in conjunction with MICCAI 2017, in Quebec City, QC, Canada, in September 2017.

The 44 full papers presented in this volume were carefully reviewed and selected from 63 submissions. The main aim of this workshop is to help advance scientific research within the broad field of machine learning in medical imaging. The workshop focuses on major trends and challenges in this area, and presents works aimed to identify new cutting-edge techniques and their use in medical imaging.

Table of contents (44 chapters)

Table of contents (44 chapters)
  • From Large to Small Organ Segmentation in CT Using Regional Context

    Pages 1-9

    Bieth, Marie (et al.)

  • Motion Corruption Detection in Breast DCE-MRI

    Pages 10-18

    Chiang, Sylvester (et al.)

  • Detection and Localization of Drosophila Egg Chambers in Microscopy Images

    Pages 19-26

    Borovec, Jiří (et al.)

  • Growing a Random Forest with Fuzzy Spatial Features for Fully Automatic Artery-Specific Coronary Calcium Scoring

    Pages 27-35

    Durlak, Felix (et al.)

  • Atlas of Classifiers for Brain MRI Segmentation

    Pages 36-44

    Kodner, Boris (et al.)

Buy this book

eBook $59.99
price for USA in USD (gross)
  • ISBN 978-3-319-67389-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-67388-2
  • 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
8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Proceedings
Editors
  • Qian Wang
  • Yinghuan Shi
  • Heung-Il Suk
  • Kenji Suzuki
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
10541
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-67389-9
DOI
10.1007/978-3-319-67389-9
Softcover ISBN
978-3-319-67388-2
Edition Number
1
Number of Pages
XV, 391
Number of Illustrations
134 b/w illustrations
Topics