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Proceedings Paper

Possibilities of cytospectrophotometry of oncological prostate cancer tissue analysis in the TGz spectral range
Author(s): Yu. V. Kistenev; A. V. Borisov; A. I. Knyazkova; E. E. Ilyasova; E. A. Sandykova; A. K. Gorbunov; L. V. Spirina
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Paper Abstract

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.

Paper Details

Date Published: 16 April 2018
PDF: 5 pages
Proc. SPIE 10614, International Conference on Atomic and Molecular Pulsed Lasers XIII, 106141T (16 April 2018); doi: 10.1117/12.2303625
Show Author Affiliations
Yu. V. Kistenev, Tomsk State Univ. (Russian Federation)
Siberian State Medical Univ. (Russian Federation)
A. V. Borisov, Tomsk State Univ. (Russian Federation)
Siberian State Medical Univ. (Russian Federation)
A. I. Knyazkova, Tomsk State Univ. (Russian Federation)
E. E. Ilyasova, Tomsk State Univ. (Russian Federation)
Siberian State Medical Univ. (Russian Federation)
E. A. Sandykova, Tomsk State Univ. (Russian Federation)
Siberian State Medical Univ. (Russian Federation)
A. K. Gorbunov, Tomsk National Research Medical Ctr. (Russian Federation)
L. V. Spirina, Siberian State Medical Univ. (Russian Federation)
Tomsk National Research Medical Ctr. (Russian Federation)


Published in SPIE Proceedings Vol. 10614:
International Conference on Atomic and Molecular Pulsed Lasers XIII
Andrei M. Kabanov; Victor F. Tarasenko, Editor(s)

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