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In vivo hyperspectral analysis of skin hemoglobin and melanin content for neoplasia detection
Author(s) -
Ivan А. Bratchenko,
Oleg O. Myakinin,
Violetta Sherendak,
Pavel Volkhin,
Yulia А. Khristoforova,
Lyudmila A. Bratchenko,
Dmitry N. Artemyev,
Alexander A. Moryatov,
O. V. Polschikova,
Alexander Machikhin,
В. Э. Пожар,
Sergey V. Kozlov,
Valery P. Zakharov
Publication year - 2018
Publication title -
journal of biomedical photonics and engineering
Language(s) - English
Resource type - Journals
ISSN - 2411-2844
DOI - 10.18287/jbpe18.04.040301
Subject(s) - hyperspectral imaging , melanin , in vivo , hemoglobin , chemistry , biology , computer science , biochemistry , artificial intelligence , microbiology and biotechnology
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.

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