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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Medical Computer Vision: Algorithms for Big Data

International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers

Editors: Menze, B., Langs, G., Montillo, A., Kelm, B.M., Müller, H., Zhang, S., Cai, W.T., Metaxas, D. (Eds.)

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eBook $44.99
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  • ISBN 978-3-319-13972-2
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Softcover $59.99
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  • ISBN 978-3-319-13971-5
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About this book

This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision: Algorithms for Big Data, MCV 2014, held in Cambridge, MA, USA, in September 2019, in conjunction with the 17th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014. The one-day workshop aimed at exploring the use of modern computer vision technology and "big data" algorithms in tasks such as automatic segmentation and registration, localization of anatomical features and detection of anomalies emphasizing questions of harvesting, organizing and learning from large-scale medical imaging data sets and general-purpose automatic understanding of medical images. The 18 full and 1 short papers presented in this volume were carefully reviewed and selected from 30 submission.

Table of contents (19 chapters)

Table of contents (19 chapters)
  • Overview of the 2014 Workshop on Medical Computer Vision—Algorithms for Big Data (MCV 2014)

    Pages 3-10

    Müller, Henning (et al.)

  • Joint Segmentation and Registration for Infant Brain Images

    Pages 13-21

    Wu, Guorong (et al.)

  • LINKS: Learning-Based Multi-source IntegratioN FrameworK for Segmentation of Infant Brain Images

    Pages 22-33

    Wang, Li (et al.)

  • Pectoralis Muscle Segmentation on CT Images Based on Bayesian Graph Cuts with a Subject-Tailored Atlas

    Pages 34-44

    Harmouche, Rola (et al.)

  • Learning Features for Tissue Classification with the Classification Restricted Boltzmann Machine

    Pages 47-58

    Tulder, Gijs (et al.)

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-319-13972-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-319-13971-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Medical Computer Vision: Algorithms for Big Data
Book Subtitle
International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers
Editors
  • Bjoern Menze
  • Georg Langs
  • Albert Montillo
  • B. Michael Kelm
  • Henning Müller
  • Shaoting Zhang
  • Weidong (Tom) Cai
  • Dimitris Metaxas
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
8848
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-13972-2
DOI
10.1007/978-3-319-13972-2
Softcover ISBN
978-3-319-13971-5
Edition Number
1
Number of Pages
XI, 211
Number of Illustrations
78 b/w illustrations
Topics