DocumentCode
636541
Title
Dynamic contrast enhanced optical imaging of cervix, in vivo: A paradigm for mapping neoplasia-related parameters
Author
Papoutsoglou, George ; Giakoumakis, Theodoros-Marios ; Balas, C.
Author_Institution
Dept. of Electron. & Comput. Eng., Tech. Univ. of Crete, Chania, Greece
fYear
2013
fDate
3-7 July 2013
Firstpage
3479
Lastpage
3482
Abstract
We present a novel biophotonic method and imaging modality for estimating and mapping neoplasia-specific functional and structural parameters of the cervical precancerous epithelium. Estimations were based on experimental data obtained from dynamic contrast-enhanced optical imaging of cervix, in vivo. We have developed a pharmacokinetic, in silico, model of the optical tracer´s uptake by the epithelium. We have identified that the kinetic parameters of the model correlate well with pathologic alterations in both metabolic and structural characteristics of the tissue, associated with the neoplasia progress. Global sensitivity analysis and global optimization methods were employed for identifying the key determinant set of biological parameters that dictate the model´s output. Particularly, the shuffled complex evolution algorithm converged to a set of four parameters that can be estimated with an error of 7%, indicating a good accuracy and precision. These results are unique in the sense that for the first time functional and microstructural parameter maps can be estimated and displayed together, thus maximizing the diagnostic information. The quantity and the quality of this information are unattainable by other invasive and non invasive methods.
Keywords
bio-optics; biomedical optical imaging; cancer; gynaecology; optimisation; sensitivity analysis; tumours; biological parameters; biophotonic method; cervical precancerous epithelium; diagnostic information; dynamic contrast enhanced optical imaging; error estimation; global optimization methods; global sensitivity analysis; imaging modality; kinetic parameters; metabolic characteristics; neoplasia progress; neoplasia-related parameter mapping; neoplasia-specific functional parameters; neoplasia-specific structural parameters; optical tracer uptake; pathologic alterations; pharmacokinetics; shuffled complex evolution algorithm; structural characteristics; tissue; Biological system modeling; Biomedical optical imaging; Extracellular; In vivo; Neoplasms; Optical imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location
Osaka
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2013.6610291
Filename
6610291
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