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In vivo dynamic imaging, in silico modeling and global sensitivity analysis for the study and the diagnosis of epithelial neoplasia

Balas Costas, Papoutsoglou Georgios, Anastasopoulou Angeliki, Stavrakakis Georgios, W.P. Soutter

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URIhttp://purl.tuc.gr/dl/dias/B30F7A58-E40E-45D7-A508-C1EC4C018543-
Αναγνωριστικόhttps://doi.org/10.1109/IEMBS.2011.6089905-
Γλώσσαen-
ΤίτλοςIn vivo dynamic imaging, in silico modeling and global sensitivity analysis for the study and the diagnosis of epithelial neoplasiaen
ΔημιουργόςBalas Costasen
ΔημιουργόςΜπαλας Κωσταςel
ΔημιουργόςPapoutsoglou Georgiosen
ΔημιουργόςΠαπουτσογλου Γεωργιοςel
ΔημιουργόςAnastasopoulou Angelikien
ΔημιουργόςΑναστασοπουλου Αγγελικηel
ΔημιουργόςStavrakakis Georgiosen
ΔημιουργόςΣταυρακακης Γεωργιοςel
ΔημιουργόςW.P. Soutteren
ΕκδότηςInstitute of Electrical and Electronics Engineersen
ΠερίληψηWe present a method for detecting and studying neoplasia-specific functional and structural features through the combination of in vivo dynamic imaging, in silico modeling and global sensitivity analysis. We particularly present the case of cervical epithelium interacting with acetic acid solution, which is employed as an optical biomarker. The in vivo measured dynamic scattering characteristics are strongly correlated with the output of the biomarker's pharmacokinetic model that we have developed. Model global sensitivity analysis has shown that the measured/modeled bio-optical processes can be used for probing, in vivo, the number of neoplastic layers, the extracellular pH, the intracellular buffering efficiency and the size of the extracellular space.en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-10-19-
Ημερομηνία Δημοσίευσης2011-
Βιβλιογραφική ΑναφοράG. Papoutsoglou, A. Anastasopoulou, G. Stavrakakis, W.P. Soutter and C. Balas, "In vivo Dynamic Imaging, in silico Modeling and Global Sensitivity Analysis for the Study and the Diagnosis of Epithelial Neoplasia" 33rd Annual International Conference of the IEEE EMBS Boston, Massachusetts USA, Aug. 30 - Sept. 3, 2011, doi: 10.1109/IEMBS.2011.6089905en

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