Image Processing, Computer Vision, Pattern Recognition, and Graphics
cover

Information Processing in Medical Imaging

27th International Conference, IPMI 2021, Virtual Event, June 28–June 30, 2021, Proceedings

Editors: Feragen, A., Sommer, S., Schnabel, J., Nielsen, M. (Eds.)

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About this book

This book constitutes the proceedings of the 27th International Conference on Information Processing in Medical Imaging, IPMI 2021, which was held online during June 28-30, 2021. The conference was originally planned to take place in Bornholm, Denmark, but changed to a virtual format due to the COVID-19 pandemic.

The 59 full papers presented in this volume were carefully reviewed and selected from 200 submissions. They were organized in topical sections as follows: registration; causal models and interpretability; generative modelling; shape; brain connectivity; representation learning; segmentation; sequential modelling; learning with few or low quality labels; uncertainty quantification and generative modelling; and deep learning.

Table of contents (59 chapters)

Table of contents (59 chapters)
  • HyperMorph: Amortized Hyperparameter Learning for Image Registration

    Pages 3-17

    Hoopes, Andrew (et al.)

  • Deep Learning Based Geometric Registration for Medical Images: How Accurate Can We Get Without Visual Features?

    Pages 18-30

    Hansen, Lasse (et al.)

  • Diffeomorphic Registration with Density Changes for the Analysis of Imbalanced Shapes

    Pages 31-42

    Hsieh, Hsi-Wei (et al.)

  • Estimation of Causal Effects in the Presence of Unobserved Confounding in the Alzheimer’s Continuum

    Pages 45-57

    Pölsterl, Sebastian (et al.)

  • Multiple-Shooting Adjoint Method for Whole-Brain Dynamic Causal Modeling

    Pages 58-70

    Zhuang, Juntang (et al.)

Buy this book

eBook $89.00
price for USA in USD
  • ISBN 978-3-030-78191-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA in USD
  • ISBN 978-3-030-78190-3
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • 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
Information Processing in Medical Imaging
Book Subtitle
27th International Conference, IPMI 2021, Virtual Event, June 28–June 30, 2021, Proceedings
Editors
  • Aasa Feragen
  • Stefan Sommer
  • Julia Schnabel
  • Mads Nielsen
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12729
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-78191-0
DOI
10.1007/978-3-030-78191-0
Softcover ISBN
978-3-030-78190-3
Edition Number
1
Number of Pages
XIX, 782
Number of Illustrations
22 b/w illustrations, 261 illustrations in colour
Topics