Image Processing, Computer Vision, Pattern Recognition, and Graphics

Thoracic Image Analysis

Second International Workshop, TIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings

Editors: Petersen, J., San José Estépar, R., Schmidt-Richberg, A., Gerard, S., Lassen-Schmidt, B., Jacobs, C., Beichel, R., Mori, K. (Eds.)

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  • ISBN 978-3-030-62469-9
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About this book

This book constitutes the proceedings of the Second International Workshop on Thoracic Image Analysis, TIA 2020, held in Lima, Peru, in October 2020. Due to COVID-19 pandemic the conference was held virtually. COVID-19 infection has brought a lot of attention to lung imaging and the role of CT imaging in the diagnostic workflow of COVID-19 suspects is an important topic.
The 14 full papers presented deal with all aspects of image analysis of thoracic data, including: image acquisition and reconstruction, segmentation, registration, quantification, visualization, validation, population-based modeling, biophysical modeling (computational anatomy), deep learning, image analysis in small animals, outcome-based research and novel infectious disease applications.

Table of contents (14 chapters)

Table of contents (14 chapters)
  • Two-Stage Mapping-Segmentation Framework for Delineating COVID-19 Infections from Heterogeneous CT Images

    Pages 3-13

    Li, Tong (et al.)

  • Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN

    Pages 14-23

    Moreta-Martínez, Rafael (et al.)

  • 3D Deep Convolutional Neural Network-Based Ventilated Lung Segmentation Using Multi-nuclear Hyperpolarized Gas MRI

    Pages 24-35

    Astley, Joshua R. (et al.)

  • Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet

    Pages 36-47

    Kamal, Uday (et al.)

  • 3D Probabilistic Segmentation and Volumetry from 2D Projection Images

    Pages 48-57

    Vlontzos, Athanasios (et al.)

Buy this book

eBook $44.99
price for USA in USD
  • ISBN 978-3-030-62469-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase Institutional customers should get in touch with their account manager
Softcover $59.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Thoracic Image Analysis
Book Subtitle
Second International Workshop, TIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings
Editors
  • Jens Petersen
  • Raul San José Estépar
  • Alexander Schmidt-Richberg
  • Sarah Gerard
  • Bianca Lassen-Schmidt
  • Colin Jacobs
  • Reinhard Beichel
  • Kensaku Mori
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12502
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-62469-9
DOI
10.1007/978-3-030-62469-9
Softcover ISBN
978-3-030-62468-2
Edition Number
1
Number of Pages
X, 166
Number of Illustrations
14 b/w illustrations, 49 illustrations in colour
Topics