Image Processing, Computer Vision, Pattern Recognition, and Graphics

Computational Methods and Clinical Applications for Spine Imaging

5th International Workshop and Challenge, CSI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers

Editors: Zheng, G., Belavy, D., Cai, Y., Li, S. (Eds.)

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  • ISBN 978-3-030-13736-6
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About this book

This book constitutes the refereed proceedings of the 5th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018.
The 8 full papers presented together with 8 short papers and 1 keynote were carefully reviewed and selected for inclusion in this volume. Papers on novel methodology and clinical research, and also papers which demonstrate the performance of methods on the provided challenges, the aim is to cover both theoretical and very practical aspects of computerized spinal imaging.

 

Table of contents (14 chapters)

Table of contents (14 chapters)
  • Spinal Cord Gray Matter-White Matter Segmentation on Magnetic Resonance AMIRA Images with MD-GRU

    Horváth, Antal (et al.)

    Pages 3-14

  • Predicting Scoliosis in DXA Scans Using Intermediate Representations

    Jamaludin, Amir (et al.)

    Pages 15-28

  • Fast Registration of CT with Intra-operative Ultrasound Images for Spine Surgery

    Gueziri, Houssem-Eddine (et al.)

    Pages 29-40

  • Automated Grading of Modic Changes Using CNNs – Improving the Performance with Mixup

    Damopoulos, Dimitrios (et al.)

    Pages 41-52

  • Error Estimation for Appearance Model Segmentation of Musculoskeletal Structures Using Multiple, Independent Sub-models

    Bromiley, Paul A. (et al.)

    Pages 53-65

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-13736-6
  • 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 978-3-030-13735-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Methods and Clinical Applications for Spine Imaging
Book Subtitle
5th International Workshop and Challenge, CSI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
Editors
  • Guoyan Zheng
  • Daniel Belavy
  • Yunliang Cai
  • Shuo Li
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11397
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-13736-6
DOI
10.1007/978-3-030-13736-6
Softcover ISBN
978-3-030-13735-9
Edition Number
1
Number of Pages
X, 181
Number of Illustrations
26 b/w illustrations, 77 illustrations in colour
Topics