Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9968)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Included in the following conference series:
Conference proceedings info: SASHIMI 2016.
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About this book
This book constitutes the refereed proceedings of the First International Workshop on Simulation and Synthesis in Medical Imaging, held in conjunction with MICCAI 2016, in Athens, Greece, in October 2016.
The 17 revised full papers presented together in this book were carefully reviewed and selected from 21 submissions.
The contributions span the following broad categories: fundamental methods for image-based biophysical modeling and image synthesis; biophysical and data-driven models of disease progression or organ development; biophysical and data-driven models of organ motion and deformation; biophysical and data-driven models of image formation and acquisition; segmentation/registration across or within modalities to aid the learning of model parameters; cross modality (PET/MR, PET/CT, CT/MR, etc.) image synthesis; simulation and synthesis from large-scale image databases; automated techniques for quality assessment of simulations and synthetic images; as well asseveral applications of image synthesis and simulation in medical imaging such as image registration and segmentation; image denoising and information fusion; image reconstruction from sparse data or sparse views; and real-time simulation of biophysical properties. The papers were divided into two general topics named “simulation based approaches for medical imaging” and “synthesis and its applications in computational medical imaging”.
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Keywords
- algorithms
- image synthesis
- simulation of biophysical models
- simulation of image formation
- super resolution
- Benchmarking
- brain MRI
- computer simulation
- histology
- image based biophysical modeling
- image quality assessment
- image reconstruction
- image registration
- image segmentation
- magnetic resonance imaging
- MRI simulation
- parametrization
- synthetic image
- ultrasound
- validation
Table of contents (17 papers)
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Front Matter
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Simulation and Its Applications in Computational Medical Imaging
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Front Matter
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Synthesis and Its Applications in Computational Medical Imaging
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Front Matter
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Other volumes
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Simulation and Synthesis in Medical Imaging
Editors and Affiliations
Bibliographic Information
Book Title: Simulation and Synthesis in Medical Imaging
Book Subtitle: First International Workshop, SASHIMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings
Editors: Sotirios A. Tsaftaris, Ali Gooya, Alejandro F. Frangi, Jerry L. Prince
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-46630-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2016
Softcover ISBN: 978-3-319-46629-3Published: 23 September 2016
eBook ISBN: 978-3-319-46630-9Published: 13 October 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: X, 178
Number of Illustrations: 75 b/w illustrations
Topics: Image Processing and Computer Vision, Simulation and Modeling, Pattern Recognition, Computer Graphics, Artificial Intelligence, Algorithm Analysis and Problem Complexity