DocumentCode :
472182
Title :
Reconstruction of Spatially Resolved Pharmacokinetic Rate Images of Fluorescence Agents in FDOT
Author :
Alacam, Burak ; Yazici, Birsen ; Serdaroglu, Ahmed ; Intes, Xavier ; Chance, Britton ; Nioka, Shoko
Author_Institution :
Dept. of Electr. Comput. & Syst. Eng., Rensselaer Polytech. Inst., Troy, NY
fYear :
2006
fDate :
Aug. 30 2006-Sept. 3 2006
Firstpage :
5627
Lastpage :
5630
Abstract :
In this work, we propose a method to reconstruct spatially resolved pharmacokinetic rate images of fluorescence agents directly from the boundary photon flux measurements. We use a compartmental modeling scheme to model the pharmacokinetics of fluorescence agents. We coupled this model with the fluorescence diffuse optical tomography (FDOT) forward model to form a state space model which is then iteratively solved by extended Kalman filtering (EKF) algorithm. As an example, we used a two-compartment model for indocyanine green (ICG) pharmacokinetics. To validate the proposed method, we tested our approach using a simulation study. Reconstructed pharmacokinetic rate images with correct localization of heterogeneities and high reconstruction accuracy show that the proposed algorithm can be used for tumor detection, tumor diagnosis, drug delivery and feasibility studies
Keywords :
Kalman filters; biomedical measurement; biomedical optical imaging; drugs; fluorescence; image reconstruction; medical image processing; optical tomography; state-space methods; tumours; boundary photon flux measurement; compartmental modeling scheme; drug delivery; extended Kalman filtering algorithm; feasibility studies; fluorescence agents; fluorescence diffuse optical tomography; heterogeneities localization; indocyanine green pharmacokinetics; spatially resolved pharmacokinetic rate image reconstruction; state space model; tumor detection; tumor diagnosis; Filtering; Fluorescence; Image reconstruction; Image resolution; Kalman filters; Optical coupling; Optical filters; Spatial resolution; State-space methods; Tomography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
ISSN :
1557-170X
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2006.259382
Filename :
4463082
Link To Document :
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