Image Processing, Computer Vision, Pattern Recognition, and Graphics

Simulation and Synthesis in Medical Imaging

Third International Workshop, SASHIMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings

Editors: Gooya, A., Goksel, O., Oguz, I., Burgos, N. (Eds.)

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  • ISBN 978-3-030-00536-8
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Softcover $59.99
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About this book

This book constitutes the refereed proceedings of the Third International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018.

The 14 full papers presented were carefully reviewed and selected from numerous submissions. This workshop continues to provide a state-of-the-art and integrative perspective on simulation and synthesis in medical imaging for the purpose of invigorating research and stimulating new ideas on how to build theoretical links, practical synergies, and best practices between these two research directions.

Table of contents (14 chapters)

Table of contents (14 chapters)
  • Medical Image Synthesis for Data Augmentation and Anonymization Using Generative Adversarial Networks

    Shin, Hoo-Chang (et al.)

    Pages 1-11

  • Data Augmentation Using Synthetic Lesions Improves Machine Learning Detection of Microbleeds from MRI

    Momeni, Saba (et al.)

    Pages 12-19

  • Deep Harmonization of Inconsistent MR Data for Consistent Volume Segmentation

    Dewey, Blake E. (et al.)

    Pages 20-30

  • Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN

    Hiasa, Yuta (et al.)

    Pages 31-41

  • A Machine Learning Approach to Diffusion MRI Partial Volume Estimation

    Vallee, Emmanuel (et al.)

    Pages 42-51

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-00536-8
  • 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 978-3-030-00535-1
  • Free shipping for individuals worldwide
  • 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
Third International Workshop, SASHIMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings
Editors
  • Ali Gooya
  • Orcun Goksel
  • Ipek Oguz
  • Ninon Burgos
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
11037
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-00536-8
DOI
10.1007/978-3-030-00536-8
Softcover ISBN
978-3-030-00535-1
Edition Number
1
Number of Pages
X, 140
Number of Illustrations
58 b/w illustrations
Topics