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E-book
Author SASHIMI (Workshop) (1st : 2016 : Athens, Greece)

Title Simulation and synthesis in medical imaging : first International Workshop, SASHIMI 2016, held in conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings / Sotirios A. Tsaftaris, Ali Gooya, Alejandro F. Frangi, Jerry L. Prince (eds.)
Published Cham : Springer, 2016
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Description 1 online resource (x, 178 pages) : illustrations
Series Lecture notes in computer science, 0302-9743 ; 9968
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 9968. 0302-9743
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
Contents 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 -- Image registration and segmentation -- Image denoising and information fusion -- Image reconstruction from sparse data or sparse views -- Real-time simulation of biophysical properties -- Simulation based approaches for medical imaging -- Synthesis and its applications in computational medical imaging
Summary 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 as several 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”
Notes International conference proceedings
Includes author index
Online resource; title from PDF title page (SpringerLink, viewed October 21, 2016)
Subject Diagnostic imaging -- Digital techniques -- Congresses.
Diagnostic imaging -- Data processing -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Tsaftaris, Sotirios A., editor
Gooya, Ali, editor
Frangi, Alejandro F., editor
Prince, Jerry L., editor
International Conference on Medical Image Computing and Computer-Assisted Intervention (19th : 2016 : Athens, Greece)
ISBN 9783319466309 (electronic bk.)
3319466305 (electronic bk.)
(print)
3319466291
9783319466293
Other Titles SASHIMI 2016