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Titlebook: Simulation and Synthesis in Medical Imaging; First International Sotirios A. Tsaftaris,Ali Gooya,Jerry L. Prince Conference proceedings 20

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书目名称Simulation and Synthesis in Medical Imaging
副标题First International
编辑Sotirios A. Tsaftaris,Ali Gooya,Jerry L. Prince
视频video
概述Includes supplementary material:
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Simulation and Synthesis in Medical Imaging; First International  Sotirios A. Tsaftaris,Ali Gooya,Jerry L. Prince Conference proceedings 20
描述.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; an
出版日期Conference proceedings 2016
关键词algorithms; image synthesis; simulation of biophysical models; simulation of image formation; super reso
版次1
doihttps://doi.org/10.1007/978-3-319-46630-9
isbn_softcover978-3-319-46629-3
isbn_ebook978-3-319-46630-9Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer International Publishing AG 2016
The information of publication is updating

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GBM Modeling with Proliferation and Migration Phenotypes: A Proposal of Initialization for Real Caseerent phenotype expressions, a new method is proposed for setting the initial values of the celular variables, based on a spatiotemporal characterization of their distribution in controlled synthetic simulations. The method is applied to a real case showing an improvement on the dynamic stability, compared to the usual method.
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Covering Population Variability: Morphing of Computation Anatomical Modelsdeform complex anatomical models, such as the Virtual Population models. The proposed strategy has been used to parametrize models by different BMI levels, change the volume of selected organs, and modify the posture of anatomical models.
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Whole Image Synthesis Using a Deep Encoder-Decoder Networkhich aims to synthesize a source MRI modality to an other target MRI modality. The proposed method is computationally fast, it doesn’t require extensive amounts of memory, and produces comparable results to recent patch-based approaches.
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Software Framework for Realistic MRI Simulations Using the Polyhedral Fourier Transform and image reconstruction using polyhedral phantoms. The tool is based on an efficient implementation of the closed form solution of the polyhedral Fourier transform (FT). The software tool, named “PolyFT”, can be applied to polyhedral surface and tetrahedral volume meshes. The tool enables the calc
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