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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Computational Methods and Clinical Applications for Spine Imaging

6th International Workshop and Challenge, CSI 2019, Shenzhen, China, October 17, 2019, Proceedings

Editors: Cai, Y., Wang, L., Audette, M., Zheng, G., Li, S. (Eds.)

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  • ISBN 978-3-030-39752-4
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  • Due: January 31, 2020
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About this book

This book constitutes the proceedings of the 7th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2019, which was held in conjunction with MICCAI on October 17, 2019, in Shenzhen, China. All submissions were accepted for publication; the book contains 5 peer-reviewed regular papers, covering topics of vertrebra detection, spine segmentation and image-based diagnosis, and 9 challenge papers, investigating (semi-)automatic spinal curvature estimation algorithms and providing a standard evaluation framework with a set of x-ray images. 

Table of contents (14 chapters)

Table of contents (14 chapters)
  • Detection of Vertebral Fractures in CT Using 3D Convolutional Neural Networks

    Pages 3-14

    Nicolaes, Joeri (et al.)

  • Metastatic Vertebrae Segmentation for Use in a Clinical Pipeline

    Pages 15-28

    Klein, Geoff (et al.)

  • Conditioned Variational Auto-encoder for Detecting Osteoporotic Vertebral Fractures

    Pages 29-38

    Husseini, Malek (et al.)

  • Vertebral Labelling in Radiographs: Learning a Coordinate Corrector to Enforce Spinal Shape

    Pages 39-46

    Bayat, Amirhossein (et al.)

  • Semi-supervised Semantic Segmentation of Multiple Lumbosacral Structures on CT

    Pages 47-59

    Liu, Huaqing (et al.)

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-39752-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: January 31, 2020
  • ISBN 978-3-030-39751-7
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
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Bibliographic Information

Bibliographic Information
Book Title
Computational Methods and Clinical Applications for Spine Imaging
Book Subtitle
6th International Workshop and Challenge, CSI 2019, Shenzhen, China, October 17, 2019, Proceedings
Editors
  • Yunliang Cai
  • Liansheng Wang
  • Michel Audette
  • Guoyan Zheng
  • Shuo Li
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11963
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-39752-4
DOI
10.1007/978-3-030-39752-4
Softcover ISBN
978-3-030-39751-7
Edition Number
1
Number of Pages
XII, 120
Number of Illustrations
13 b/w illustrations, 50 illustrations in colour
Topics

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