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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges

8th International Workshop, STACOM 2017, Held in Conjunction with MICCAI 2017, Quebec City, Canada, September 10-14, 2017, Revised Selected Papers

Editors: Pop, M., Sermesant, M., Jodoin, P.-M., Lalande, A., Zhuang, X., Yang, G., Young, A., Bernard, O. (Eds.)

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eBook $54.99
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  • ISBN 978-3-319-75541-0
  • Digitally watermarked, DRM-free
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  • Immediate eBook download after purchase
Softcover $72.00
price for USA in USD
  • ISBN 978-3-319-75540-3
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  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
About this book

This book constitutes the thoroughly refereed post-workshop proceedings of the 8th International Workshop on Statistical Atlases and Computational Models of the Heart: ACDC and MMWHS Challenges 2017, held in conjunction with MICCAI 2017, in Quebec, Canada, in September 2017. The 27 revised full workshop papers were carefully reviewed and selected from 35 submissions. The papers cover a wide range of topics computational imaging and modelling of the heart, as well as statistical cardiac atlases. The topics of the workshop included: cardiac imaging and image processing, atlas construction, statistical modelling of cardiac function across different patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods. Besides regular contributing papers, additional efforts of STACOM workshop were also focused on two challenges: ACDC and MM-WHS.

Table of contents (27 chapters)

Table of contents (27 chapters)
  • Multiview Machine Learning Using an Atlas of Cardiac Cycle Motion

    Pages 3-11

    Puyol-Antón, Esther (et al.)

  • Joint Myocardial Registration and Segmentation of Cardiac BOLD MRI

    Pages 12-20

    Oksuz, Ilkay (et al.)

  • Transfer Learning for the Fully Automatic Segmentation of Left Ventricle Myocardium in Porcine Cardiac Cine MR Images

    Pages 21-31

    Chen, Antong (et al.)

  • Left Atrial Appendage Neck Modeling for Closure Surgery

    Pages 32-41

    Jin, Cheng (et al.)

  • Detection of Substances in the Left Atrial Appendage by Spatiotemporal Motion Analysis Based on 4D-CT

    Pages 42-50

    Jin, Cheng (et al.)

Buy this book

eBook $54.99
price for USA in USD
  • ISBN 978-3-319-75541-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA in USD
  • ISBN 978-3-319-75540-3
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges
Book Subtitle
8th International Workshop, STACOM 2017, Held in Conjunction with MICCAI 2017, Quebec City, Canada, September 10-14, 2017, Revised Selected Papers
Editors
  • Mihaela Pop
  • Maxime Sermesant
  • Pierre-Marc Jodoin
  • Alain Lalande
  • Xiahai Zhuang
  • Guang Yang
  • Alistair Young
  • Olivier Bernard
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
10663
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-75541-0
DOI
10.1007/978-3-319-75541-0
Softcover ISBN
978-3-319-75540-3
Edition Number
1
Number of Pages
XIII, 260
Number of Illustrations
94 b/w illustrations
Topics