Simulation and Synthesis in Medical Imaging
Second International Workshop, SASHIMI 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10, 2017, Proceedings
Editors: Tsaftaris, S.A., Gooya, A., Frangi, A.F., Prince, J.L. (Eds.)
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- About this book
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This book constitutes the refereed proceedings of the Second International Workshop on Simulation and Synthesis in Medical Imaging, held in conjunction with MICCAI 2017, in Québec City, Canada, in September 2017.
The 11 revised full papers presented were carefully reviewed and selected from 14 submissions. The contributions span the following broad categories: cross modality (PET/MR, PET/CT, CT/MR, etc.) image synthesis, simulation and synthesis from large-scale image databases, automated techniques for quality assessment images, and several applications of image synthesis and simulation in medical imaging such as image interpolation and segmentation, image reconstruction, cell imaging, and blood flow.
- Table of contents (11 chapters)
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Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data
Pages 3-13
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Deep MR to CT Synthesis Using Unpaired Data
Pages 14-23
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Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks
Pages 24-32
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A Supervoxel Based Random Forest Synthesis Framework for Bidirectional MR/CT Synthesis
Pages 33-40
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Region-Enhanced Joint Dictionary Learning for Cross-Modality Synthesis in Diffusion Tensor Imaging
Pages 41-48
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Table of contents (11 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Simulation and Synthesis in Medical Imaging
- Book Subtitle
- Second International Workshop, SASHIMI 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10, 2017, Proceedings
- Editors
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- Sotirios A. Tsaftaris
- Ali Gooya
- Alejandro F. Frangi
- Jerry L. Prince
- Series Title
- Image Processing, Computer Vision, Pattern Recognition, and Graphics
- Series Volume
- 10557
- Copyright
- 2017
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG
- eBook ISBN
- 978-3-319-68127-6
- DOI
- 10.1007/978-3-319-68127-6
- Softcover ISBN
- 978-3-319-68126-9
- Edition Number
- 1
- Number of Pages
- X, 109
- Number of Illustrations
- 41 b/w illustrations
- Topics
