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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges

9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers

Editors: Pop, M., Sermesant, M., Zhao, J., Li, S., McLeod, K., Young, A., Rhode, K., Mansi, T. (Eds.)

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eBook $69.99
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  • ISBN 978-3-030-12029-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
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  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-030-12028-3
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  • 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 9th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018.
The 52 revised full workshop papers were carefully reviewed and selected from 60 submissions. The topics of the workshop included: cardiac imaging and image processing, machine learning applied to cardiac imaging and image analysis, 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.

Table of contents (51 chapters)

Table of contents (51 chapters)
  • Estimating Sheets in the Heart Wall

    Pages 3-11

    Syed, Tabish A. (et al.)

  • Automated Motion Correction and 3D Vessel Centerlines Reconstruction from Non-simultaneous Angiographic Projections

    Pages 12-20

    Banerjee, Abhirup (et al.)

  • Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning

    Pages 21-31

    Dangi, Shusil (et al.)

  • Statistical Shape Clustering of Left Atrial Appendages

    Pages 32-39

    Slipsager, Jakob M. (et al.)

  • Deep Learning Segmentation of the Left Ventricle in Structural CMR: Towards a Fully Automatic Multi-scan Analysis

    Pages 40-48

    Fadil, Hakim (et al.)

Buy this book

eBook $69.99
price for USA in USD
  • ISBN 978-3-030-12029-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-030-12028-3
  • 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. Atrial Segmentation and LV Quantification Challenges
Book Subtitle
9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
Editors
  • Mihaela Pop
  • Maxime Sermesant
  • Jichao Zhao
  • Shuo Li
  • Kristin McLeod
  • Alistair Young
  • Kawal Rhode
  • Tommaso Mansi
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11395
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-12029-0
DOI
10.1007/978-3-030-12029-0
Softcover ISBN
978-3-030-12028-3
Edition Number
1
Number of Pages
XIV, 487
Number of Illustrations
24 b/w illustrations, 192 illustrations in colour
Topics