In vivo hyperspectral analysis of skin hemoglobin and melanin content for neoplasia detection

Bratchenko, Ivan and Myakinin, Oleg and Sherendak, Violetta and Volkhin, Pavel and Khristoforova, Yulia and Bratchenko, Lyudmila and Artemyev, Dmitry and Moryatov, Alexander and Polschikova, Olga and Machikhin, Alexander and Pozhar, Vitold and Kozlov, Sergey and Zakharov, Valery (2018) In vivo hyperspectral analysis of skin hemoglobin and melanin content for neoplasia detection. Journal of Biomedical Photonics & Engineering, 4 (4). 040301. ISSN 2411-2844

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Abstract

We present results of main skin chromophores (melanin and hemoglobin) optical analysis. Analysis of 91 in vivo skin tissues (50 benign and 41 malignant) was performed in visible spectral region with hyperspectral imaging technique. To assess the malignancy of skin tissues we proposed two methods for calculating the integral index of tissue optical density and performed a comparison of their effectiveness and effectiveness of physician survey. As the main diagnostic feature, we propose to use data of integral optical index dispersion from the studied tissue and healthy tissue area. The results of skin tissues classification with discriminant analysis are presented. The possibility of the proposed approaches application in the clinical practice is shown.

Item Type: Article
Subjects: OA STM Library > Multidisciplinary
Depositing User: Unnamed user with email support@oastmlibrary.com
Date Deposited: 18 Mar 2023 09:16
Last Modified: 16 Jul 2024 08:26
URI: http://geographical.openscholararchive.com/id/eprint/339

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