Электронная библиотека (репозиторий) Томского государственного университета
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Add   Discovering glioma tissue through its biomarkers’ detection in blood by Raman spectroscopy and machine learning
Authors: Vrazhnov, Denis A. | Mankova, Anna A. | Stupak, Evgeny | Kistenev, Yury V. | Shkurinov, Alexander P. | Cherkasova, Olga P.
Source: Pharmaceutics. 2023. Vol. 15, № 1. P. 203 (1-19)
Type: статьи в журналах
Date: 2023
Description: The most commonly occurring malignant brain tumors are gliomas, and among them is glioblastoma multiforme. The main idea of the paper is to estimate dependency between glioma tissue and blood serum bi ... More
Add   Implementation of data fusion to increase the efficiency of classification of precancerous skin states using in vivo bimodal spectroscopic technique
Authors: Kupriyanov, Valentin | Blondel, Walter | Daul, Christian | Amouroux, Marine | Kistenev, Yury V.
Source: Journal of biophotonics. 2023. Vol. 16, № 7. P. e202300035 (1-14)
Type: статьи в журналах
Date: 2023
Description: This study presents the results of the classification of diffuse reflectance (DR) spectra and multiexcitation autofluorescence (AF) spectra that were collected in vivo from precancerous and benign ski ... More
Add   Terahertz time-domain spectroscopy of glioma patient blood plasma: Diagnosis and treatment
Authors: Cherkasova, Olga P. | Vrazhnov, Denis A. | Knyazkova, Anastasia I. | Konnikova, Maria R. | Stupak, Evgeny | Glotov, Vadim | Stupak, Vyacheslav | Nikolaev, Nazar | Paulish, Andrey | Peng, Yan | Kistenev, Yury V. | Shkurinov, Alexander P.
Source: Applied sciences. 2023. Vol. 13, № 9. P. 5434 (1-17)
Type: статьи в журналах
Date: 2023
Description: Gliomas, one of the most severe malignant tumors of the central nervous system, have a high mortality rate and an increased risk of recurrence. Therefore, early glioma diagnosis and the control of tre ... More
Add   Predictive models for COVID-19 detection using routine blood tests and machine learning
Authors: Kistenev, Yury V. | Vrazhnov, Denis A. | Shnaider, Ekaterina E. | Zuhayri, Hala
Source: Heliyon. 2022. Vol. 8, № 10. P. e11185 (1-11)
Type: статьи в журналах
Date: 2022
Description: The problem of accurate, fast, and inexpensive COVID-19 tests has been urgent till now. Standard COVID-19 tests need high-cost reagents and specialized laboratories with high safety requirements, are ... More
Add   Super-resolution reconstruction of noisy gas-mixture absorption spectra using deep learning
Authors: Kistenev, Yury V. | Skiba, V. E. | Prischepa, Vladimir V. | Vrazhnov, Denis A. | Borisov, Alexey V.
Source: Journal of Quantitative Spectroscopy and Radiative Transfer. 2022. Vol. 289. P. 108278 (1-18)
Type: статьи в журналах
Date: 2022
Description: The laser sources used in absorption spectroscopy of gas media are a compromise between spectral turn- ability and line width. For example, optical parametric oscillators have a very wide tuning range ... More
Add   Application of machine learning and laser optical-acoustic spectroscopy to study the profile of exhaled air volatile markers of acute myocardial infarction
Authors: Borisov, Alexey V. | Syrkina, Anna G. | Kuzmin, Dmitry A. | Ryabov, Vyacheslav V. | Boyko, Andrey A. | Zakharova, Olga A. | Zasedatel, Vyacheslav S. | Kistenev, Yury V.
Source: Journal of breath research. 2021. Vol. 15, № 2. P. 027104 (1-15)
Type: статьи в журналах
Date: 2021
Description: Conventional acute myocardial infarction (AMI) diagnosis is quite accurate and has proved its effectiveness. However, despite this, discovering more operative methods of this disease detection is unde ... More
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