Document Detail


Bayesian Hemodynamic Parameter Estimation by Bolus Tracking Perfusion Weighted Imaging. Part I: Theory and Preliminary Results.
MedLine Citation:
PMID:  22410325     Owner:  NLM     Status:  Publisher    
Abstract/OtherAbstract:
A delay-insensitive probabilistic method for estimating hemodynamic parameters, delays, theoretical residue functions, and concentration time curves by computed tomography (CT) and magnetic resonance (MR) perfusion weighted imaging is presented. Only a mild stationarity hypothesis is made beyond the standard perfusion model. New microvascular parameters with simple hemodynamic interpretation are naturally introduced. Simulations on standard digital phantoms show that the method outperforms the oscillating singular value decomposition (oSVD) method in terms of goodness-of-fit, linearity, statistical and systematic errors on all parameters, especially at low SNRs. Delay is always estimated sharply with user-supplied resolution and is purely arterial, by contrast to oSVD time-to-maximum TMAX that is very noisy and biased by mean transit time (MTT), blood volume, and SNR. Residue functions and signals estimates do not suffer overfitting anymore. One CT acute stroke case confirms simulation results and highlights the ability of the method to reliably estimate MTT when SNR is low. Delays look promising for delineating the arterial occlusion territory and collateral circulation.
Authors:
T Boutelier; K Kudo; F Pautot; M Sasaki
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Publication Detail:
Type:  JOURNAL ARTICLE     Date:  2012-3-06
Journal Detail:
Title:  IEEE transactions on medical imaging     Volume:  -     ISSN:  1558-0062     ISO Abbreviation:  -     Publication Date:  2012 Mar 
Date Detail:
Created Date:  2012-3-13     Completed Date:  -     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  8310780     Medline TA:  IEEE Trans Med Imaging     Country:  -    
Other Details:
Languages:  ENG     Pagination:  -     Citation Subset:  -    
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