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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017

20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III

Editors: Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D.L., Duchesne, S. (Eds.)

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eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-319-66179-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA in USD
  • ISBN 978-3-319-66178-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held inQuebec City, Canada, in September 2017.

The 255 revised full papers presented were carefully reviewed and selected from 800 submissions in a two-phase review process. The papers have been organized in the following topical sections: Part I: atlas and surface-based techniques; shape and patch-based techniques; registration techniques, functional imaging, connectivity, and brain parcellation; diffusion magnetic resonance imaging (dMRI) and tensor/fiber processing; and image segmentation and modelling. Part II: optical imaging; airway and vessel analysis; motion and cardiac analysis; tumor processing; planning and simulation for medical interventions; interventional imaging and navigation; and medical image computing. Part III: feature extraction and classification techniques; and machine learning in medical image computing.

Table of contents (47 chapters)

  • Deep Multi-task Multi-channel Learning for Joint Classification and Regression of Brain Status

    Liu, Mingxia (et al.)

    Pages 3-11

  • Nonlinear Feature Space Transformation to Improve the Prediction of MCI to AD Conversion

    Zhang, Pin (et al.)

    Pages 12-20

  • Kernel Generalized-Gaussian Mixture Model for Robust Abnormality Detection

    Kumar, Nitin (et al.)

    Pages 21-29

  • Latent Processes Governing Neuroanatomical Change in Aging and Dementia

    Wachinger, Christian (et al.)

    Pages 30-37

  • A Multi-armed Bandit to Smartly Select a Training Set from Big Medical Data

    Gutiérrez, Benjamín (et al.)

    Pages 38-45

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-319-66179-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA in USD
  • ISBN 978-3-319-66178-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
Book Subtitle
20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III
Editors
  • Maxime Descoteaux
  • Lena Maier-Hein
  • Alfred Franz
  • Pierre Jannin
  • D. Louis Collins
  • Simon Duchesne
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
10435
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-66179-7
DOI
10.1007/978-3-319-66179-7
Softcover ISBN
978-3-319-66178-0
Edition Number
1
Number of Pages
XXVI, 713
Number of Illustrations and Tables
278 b/w illustrations
Topics