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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Machine Learning in Medical Imaging

7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings

Editors: Wang, L., Adeli, E., Wang, Q., Shi, Y., Suk, H.-I. (Eds.)

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  • ISBN 978-3-319-47157-0
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Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-47156-3
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About this book

This book constitutes the refereed proceedings of the 7th International Workshop on Machine Learning in Medical Imaging, MLMI 2016, held in conjunction with MICCAI 2016, in Athens, Greece, in October 2016.

The 38 full papers presented in this volume were carefully reviewed and selected from 60 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 (38 chapters)

Table of contents (38 chapters)
  • Identifying High Order Brain Connectome Biomarkers via Learning on Hypergraph

    Pages 1-9

    Zu, Chen (et al.)

  • Bilateral Regularization in Reproducing Kernel Hilbert Spaces for Discontinuity Preserving Image Registration

    Pages 10-17

    Jud, Christoph (et al.)

  • Do We Need Large Annotated Training Data for Detection Applications in Biomedical Imaging? A Case Study in Renal Glomeruli Detection

    Pages 18-26

    Gadermayr, Michael (et al.)

  • Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates

    Pages 27-35

    Sanroma, Gerard (et al.)

  • Learning Appearance and Shape Evolution for Infant Image Registration in the First Year of Life

    Pages 36-44

    Wei, Lifang (et al.)

Buy this book

eBook $59.99
price for USA in USD (gross)
  • ISBN 978-3-319-47157-0
  • 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 978-3-319-47156-3
  • 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
7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings
Editors
  • Li Wang
  • Ehsan Adeli
  • Qian Wang
  • Yinghuan Shi
  • Heung-Il Suk
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
10019
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-47157-0
DOI
10.1007/978-3-319-47157-0
Softcover ISBN
978-3-319-47156-3
Edition Number
1
Number of Pages
XIV, 324
Number of Illustrations
127 b/w illustrations
Topics