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Bioinformatics of lung cancer

Stefanie Marotta, Zervakis Michalis, Aditi Deshpande, Sarhan Musa, Livanos, Georges, Ying Na, Tannaz Farrahi

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URIhttp://purl.tuc.gr/dl/dias/D5E1628D-D28B-4625-B716-23236262A96F-
Identifierhttps://doi.org/10.1109/IST.2015.7294524-
Languageen-
Extent6 pagesen
TitleBioinformatics of lung canceren
CreatorStefanie Marottaen
CreatorZervakis Michalisen
CreatorΖερβακης Μιχαληςel
Creator Aditi Deshpandeen
CreatorSarhan Musaen
CreatorLivanos, Georgesen
CreatorYing Naen
CreatorTannaz Farrahien
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryThe objective of this study is to explore novel bioinformatics techniques, namely, the Polarimetric Exploratory Data Analysis (pEDA), for early identification and discrimination of precancerous and cancerous lung tissues. The outcome of this study indicates that the full-width-at half maximum (FWHM) and Dynamic Range (DR) extracted from histograms of inherent (label-free) near infrared (NIR) diffused-polarimetric reflectance signals provide an important metrics for the characterization of cancerous tissue. Application of pEDA on the acquired data has been proved an effective diagnostic tool aimed at discriminating optical information among normal, precancerous, and cancerous lung tissue samples. Therefore, it can eventually be proved a useful diagnostic tool in the early detection of Non-Small Cell Lung Cancer (NSCLC) as well as in classical cytopathology and histopathology.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-25-
Date of Publication2015-
SubjectBasic medical sciencesen
SubjectBasic sciences, Medicalen
SubjectBiomedical sciencesen
SubjectHealth sciencesen
SubjectPreclinical sciencesen
SubjectSciences, Medicalen
Subjectmedical sciencesen
Subjectbasic medical sciencesen
Subjectbasic sciences medicalen
Subjectbiomedical sciencesen
Subjecthealth sciencesen
Subjectpreclinical sciencesen
Subjectsciences medicalen
Bibliographic CitationG.C.Giakos, S. Marotta, S. Shrestha, A. Deshpande, T. Farrahi, L. Zhang, T. Cambria, A. Blinzler, T. Quang, Y. Na, G. Livanos, M. Zervakis, S. Musa ,"Bioinformatics of lung canver ,"in 2015 Intern. Conf. on Imaging Syst. and Techniques (IST) ,pp,1-6.doi:10.1109/IST.2015.7294524en

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