DocumentCode
1598914
Title
Analysis of ICG Pharmacokinetics in Cancerous Tumors using NIR Optical Methods
Author
Alacam, Burak ; Yazici, Birsen ; Intes, Xavier ; Chance, Britton
Author_Institution
Dept. of Electr., Comput., Syst. Eng., Rensselaer Polytech. Inst., Troy, NY
fYear
2006
Firstpage
62
Lastpage
65
Abstract
In this paper, we present three different compartmental models to model the pharmacokinetics of Indocyanine green (ICG) in cancerous tumors. We introduce a systematic and robust method to analyze ICG pharmacokinetics based on extended Kalman filtering (EKF) framework. We introduced information theoretic criteria for best compartmental model selection in terms of statistical fit. We tested our approach using the ICG concentration data acquired from four Fischer rats carrying adenocarcinoma tumor cells collected using near infrared (NIR) techniques. Our study indicates that, in addition to the pharmacokinetic rates and ICG concentrations in different compartments, EKF model may provide parameters that may be useful for cancerous tumor differentiation
Keywords
Kalman filters; biomedical optical imaging; cancer; cellular biophysics; drugs; dyes; information theory; physiological models; statistical analysis; tumours; Fischer rats; ICG pharmacokinetics; Indocyanine green; NIR optical methods; adenocarcinoma tumor cells; cancerous tumor differentiation; cancerous tumors; compartmental models; extended Kalman filtering; information theoretic criteria; statistical fit; Biomedical optical imaging; Filtering; Kalman filters; Neoplasms; Optical filters; Parameter estimation; Permeability; Rats; Robustness; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location
Shanghai
Print_ISBN
0-7803-8741-4
Type
conf
DOI
10.1109/IEMBS.2005.1616342
Filename
1616342
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