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
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