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Gaussian Process Inference for Estimating Pharmacokinetic Parameters of Dynamic Contrast-Enhanced MR Images

In this paper, we propose a new pharmacokinetic model for parameter estimation of dynamic contrast-enhanced (DCE) MRI by using Gaussian process inference. Our model is based on the Tofts dual-compartment model for the description of tracer kinetics and the observed time series from DCE-MRI is treate...

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Detalhes bibliográficos
Main Authors: Wang, Shijun, Liu, Peter, Turkbey, Baris, Choyke, Peter, Pinto, Peter, Summers, Ronald M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3936338/
https://ncbi.nlm.nih.gov/pubmed/23286178
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