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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Simulation and Synthesis in Medical Imaging

4th International Workshop, SASHIMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings

Editors: Burgos, Ninon, Gooya, Ali, Svoboda, David (Eds.)

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About this book

This book constitutes the refereed proceedings of the 4th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.

The 16 full papers presented were carefully reviewed and selected from 21 submissions. The contributions span the following broad categories in alignment with the initial call-for-papers: methods based on generative models or adversarial learning for MRI/CT/PET/microscopy image synthesis, image super resolution, and several applications of image synthesis and simulation for data augmentation, segmentation or lesion detection.

Table of contents (16 chapters)

Table of contents (16 chapters)
  • Empirical Bayesian Mixture Models for Medical Image Translation

    Pages 1-12

    Brudfors, Mikael (et al.)

  • Improved MR to CT Synthesis for PET/MR Attenuation Correction Using Imitation Learning

    Pages 13-21

    Kläser, Kerstin (et al.)

  • Unpaired Multi-contrast MR Image Synthesis Using Generative Adversarial Networks

    Pages 22-31

    Sohail, Muhammad (et al.)

  • Unsupervised Retina Image Synthesis via Disentangled Representation Learning

    Pages 32-41

    Li, Kang (et al.)

  • Pseudo-normal PET Synthesis with Generative Adversarial Networks for Localising Hypometabolism in Epilepsies

    Pages 42-51

    Yaakub, Siti Nurbaya (et al.)

Buy this book

eBook $44.99
price for USA in USD
  • ISBN 978-3-030-32778-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-030-32777-4
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Simulation and Synthesis in Medical Imaging
Book Subtitle
4th International Workshop, SASHIMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
Editors
  • Ninon Burgos
  • Ali Gooya
  • David Svoboda
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11827
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-32778-1
DOI
10.1007/978-3-030-32778-1
Softcover ISBN
978-3-030-32777-4
Edition Number
1
Number of Pages
X, 162
Number of Illustrations
18 b/w illustrations, 60 illustrations in colour
Topics

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