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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges

10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers

Editors: Pop, M., Sermesant, M., Camara, O., Zhuang, X., Li, S., Young, A., Mansi, T., Suinesiaputra, A. (Eds.)

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  • ISBN 978-3-030-39074-7
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Softcover $89.99
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  • 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 23, 2020
  • ISBN 978-3-030-39073-0
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About this book

This book constitutes the thoroughly refereed post-workshop proceedings of the 10th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.

The 42 revised full workshop papers were carefully reviewed and selected from 76 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 (42 chapters)

Table of contents (42 chapters)
  • Co-registered Cardiac ex vivo DT Images and Histological Images for Fibrosis Quantification

    Pages 3-11

    Lin, Peter (et al.)

  • Manufacturing of Ultrasound- and MRI-Compatible Aortic Valves Using 3D Printing for Analysis and Simulation

    Pages 12-21

    Wang, Shu (et al.)

  • Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders

    Pages 22-30

    Puyol-Antón, Esther (et al.)

  • Ultra-DenseNet for Low-Dose X-Ray Image Denoising in Cardiac Catheter-Based Procedures

    Pages 31-42

    Luo, Yimin (et al.)

  • A Cascade Regression Model for Anatomical Landmark Detection

    Pages 43-51

    Tan, Zimeng (et al.)

Buy this book

eBook $69.99
price for USA in USD (gross)
  • ISBN 978-3-030-39074-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
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 23, 2020
  • ISBN 978-3-030-39073-0
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
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Bibliographic Information

Bibliographic Information
Book Title
Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges
Book Subtitle
10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers
Editors
  • Mihaela Pop
  • Maxime Sermesant
  • Oscar Camara
  • Xiahai Zhuang
  • Shuo Li
  • Alistair Young
  • Tommaso Mansi
  • Avan Suinesiaputra
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12009
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-39074-7
DOI
10.1007/978-3-030-39074-7
Softcover ISBN
978-3-030-39073-0
Edition Number
1
Number of Pages
XV, 417
Number of Illustrations
32 b/w illustrations, 168 illustrations in colour
Topics

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