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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Patch-Based Techniques in Medical Imaging

First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers

Editors: Wu, G., Coupé, P., Zhan, Y., Munsell, B.c., Rueckert, D. (Eds.)

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eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-28194-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-319-28193-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the thoroughly refereed post-workshop proceedings of the First International Workshop on Patch-based Techniques in Medical Images, Patch-MI 2015, which was held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015.

The 25 full papers presented in this volume were carefully reviewed and selected from 35 submissions. The topics covered are such as image segmentation of anatomical structures or lesions; image enhancement; computer-aided prognostic and diagnostic; multi-modality fusion; mono and multi modal image synthesis; image retrieval; dynamic, functional physiologic and anatomic imaging; super-pixel/voxel in medical image analysis; sparse dictionary learning and sparse coding; analysis of 2D, 2D+t, 3D, 3D+t, 4D, and 4D+t data.

Table of contents (25 chapters)

  • A Multi-level Canonical Correlation Analysis Scheme for Standard-Dose PET Image Estimation

    An, Le (et al.)

    Pages 1-9

  • Image Super-Resolution by Supervised Adaption of Patchwise Self-similarity from High-Resolution Image

    Wu, Guorong (et al.)

    Pages 10-18

  • Automatic Hippocampus Labeling Using the Hierarchy of Sub-region Random Forests

    Zhang, Lichi (et al.)

    Pages 19-27

  • Isointense Infant Brain Segmentation by Stacked Kernel Canonical Correlation Analysis

    Wang, Li (et al.)

    Pages 28-36

  • Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-High Field MRI

    Li, Shuyu (et al.)

    Pages 37-45

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-28194-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-319-28193-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Patch-Based Techniques in Medical Imaging
Book Subtitle
First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers
Editors
  • Guorong Wu
  • Pierrick Coupé
  • Yiqiang Zhan
  • Brent c. Munsell
  • Daniel Rueckert
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
9467
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-28194-0
DOI
10.1007/978-3-319-28194-0
Softcover ISBN
978-3-319-28193-3
Edition Number
1
Number of Pages
IX, 216
Number of Illustrations
81 illustrations in colour
Topics