Possibilities of cytospectrophotometry of oncological prostate cancer tissue analysis in the TGz spectral range Yu. V. Kistenev, A. V. Borisov, A. I. Knyazkova [et al.]
Material type:
ArticleContent type: Текст Media type: электронный Subject(s): ТГц спектроскопия | машина опорных векторов | залитые парафином образцы | аденокарцинома | цитоспектрофотометрияGenre/Form: статьи в журналах Online resources: Click here to access online
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Proceedings of SPIE Vol. 10614 : XIII International conference on atomic and molecular pulsed lasers, September 10-15, 2017, Tomsk, Russia. P. 106141T-1-106141T-5Abstract: Absorption spectra of paraffin-embedded prostate cancer and healthy tissues have been measured in the 0.2-3 THz range. The Principal Component Analysis and the Support Vector Machine (SVM) were applied to analyze experimental data. The SVM classifier was created which allows to distinguish the healthy tissues from tumor tissues, including classification of tumor tissue stage according to the Gleason scale.
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Absorption spectra of paraffin-embedded prostate cancer and healthy tissues have been measured in the 0.2-3 THz range. The Principal Component Analysis and the Support Vector Machine (SVM) were applied to analyze experimental data. The SVM classifier was created which allows to distinguish the healthy tissues from tumor tissues, including classification of tumor tissue stage according to the Gleason scale.
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