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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Information Processing in Medical Imaging

26th International Conference, IPMI 2019, Hong Kong, China, June 2–7, 2019, Proceedings

Editors: Chung, A.C.S., Gee, J.C., Yushkevich, P.A., Bao, S. (Eds.)

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  • ISBN 978-3-030-20351-1
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Softcover $129.99
price for USA in USD
  • ISBN 978-3-030-20350-4
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  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the proceedings of the 26th International Conference on Information Processing in Medical Imaging, IPMI 2019, held at the Hong Kong University of Science and Technology, Hong Kong, China, in June 2019.

The 69 full papers presented in this volume were carefully reviewed and selected from 229 submissions. They were organized in topical sections on deep learning and segmentation; classification and inference; reconstruction; disease modeling; shape, registration; learning motion; functional imaging; and white matter imaging. The book also includes a number of post papers. 

Table of contents (68 chapters)

Table of contents (68 chapters)
  • A Bayesian Neural Net to Segment Images with Uncertainty Estimates and Good Calibration

    Pages 3-15

    Jena, Rohit (et al.)

  • Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology

    Pages 16-28

    Clough, James R. (et al.)

  • Semi-supervised and Task-Driven Data Augmentation

    Pages 29-41

    Chaitanya, Krishna (et al.)

  • Analyzing Brain Morphology on the Bag-of-Features Manifold

    Pages 45-56

    Chauvin, Laurent (et al.)

  • Modeling and Inference of Spatio-Temporal Protein Dynamics Across Brain Networks

    Pages 57-69

    Garbarino, Sara (et al.)

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-030-20351-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.99
price for USA in USD
  • ISBN 978-3-030-20350-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Information Processing in Medical Imaging
Book Subtitle
26th International Conference, IPMI 2019, Hong Kong, China, June 2–7, 2019, Proceedings
Editors
  • Albert C. S. Chung
  • James C. Gee
  • Paul A. Yushkevich
  • Siqi Bao
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11492
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-20351-1
DOI
10.1007/978-3-030-20351-1
Softcover ISBN
978-3-030-20350-4
Edition Number
1
Number of Pages
XIX, 884
Number of Illustrations
186 b/w illustrations, 331 illustrations in colour
Topics