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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Medical Computer Vision: Algorithms for Big Data

International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers

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

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eBook 41,64 €
price for Spain (gross)
  • ISBN 978-3-319-42016-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 51,99 €
price for Spain (gross)
  • ISBN 978-3-319-42015-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book constitutes the thoroughly refereed prost-workshop proceedings of the International Workshop on Medical Computer Vision: Algorithms for Big Data, MCS 2015, held in Munich, Germany, in October 2015, held in conjunction with the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015.

The workshop shows well the current trends and tendencies in medical computer vision and how the techniques can be used in clinical work and on large data sets. It is organized in the following sections: predicting disease; atlas exploitation and avoidance; machine learning based analyses; advanced methods for image analysis; poster sessions. The 10 full, 5 short, 1 invited papers and one overview paper presented in this volume were carefully reviewed and selected from 22 submissions.

Table of contents (16 chapters)

Table of contents (16 chapters)
  • Overview of the 2015 Workshop on Medical Computer Vision — Algorithms for Big Data (MCV 2015)

    Pages 3-9

    Müller, Henning (et al.)

  • Information-Theoretic Clustering of Neuroimaging Metrics Related to Cognitive Decline in the Elderly

    Pages 13-23

    Daianu, Madelaine (et al.)

  • Relationship Induced Multi-atlas Learning for Alzheimer’s Disease Diagnosis

    Pages 24-33

    Liu, Mingxia (et al.)

  • Hierarchical Multi-Organ Segmentation Without Registration in 3D Abdominal CT Images

    Pages 37-46

    Zografos, Vasileios (et al.)

  • Structure Specific Atlas Generation and Its Application to Pancreas Segmentation from Contrasted Abdominal CT Volumes

    Pages 47-56

    Karasawa, Ken’ichi (et al.)

Buy this book

eBook 41,64 €
price for Spain (gross)
  • ISBN 978-3-319-42016-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 51,99 €
price for Spain (gross)
  • ISBN 978-3-319-42015-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Medical Computer Vision: Algorithms for Big Data
Book Subtitle
International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers
Editors
  • Bjoern Menze
  • Georg Langs
  • Albert Montillo
  • B. Michael Kelm
  • Henning Müller
  • Shaoting Zhang
  • Weidong Cai
  • Dimitrios Metaxas
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
9601
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-42016-5
DOI
10.1007/978-3-319-42016-5
Softcover ISBN
978-3-319-42015-8
Edition Number
1
Number of Pages
XV, 182
Number of Illustrations
70 b/w illustrations
Topics