Differential diagnosis of paraffin-embedded tissues by IR-THz spectroscopy and machine learning

Differential diagnosis of paraffin-embedded tissues by IR-THz spectroscopy and machine learning

The ability of diagnostics of melanoma and nevus based on spectral analysis of paraffin-embedded tissues in the 0.3-1.5 terahertz (THz) range has been carried out. The principal component analysis was applied to reduce the dimension of the feature space. A comparison of these spectra shows evident d...

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Bibliographic Details
Published in:Proceedings of SPIE Vol. 11363 : Tissue optics and photonics. P. 113630J-1-113630J-7
Other Authors: Borisov, Alexey V. 1980-, Knyazkova, Anastasia I., Nikolaev, Viktor V., Samarinova, Alisa A., Navolokin, Nikita A., Tuchina, Daria K., Tuchin, Valery V., Kistenev, Yury V.
Format: Article
Language:English
Subjects:
биопсия тканей
терагерцовая спектроскопия
оптическая когерентность
томография
магнитно-резонансная микроскопия
онкология
статьи в журналах
Online Access:http://vital.lib.tsu.ru/vital/access/manager/Repository/vtls:000792112
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