И. А. Матвеева

Samara National Research University — Russia

Biochemistry, Genetics and Molecular Biology · Life Sciences

9h-index378citations79works0.92yr avg
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Research Topics

Spectroscopy Techniques in Biomedical and Chemical Research(18), Spectroscopy and Chemometric Analyses(11), Aluminum Alloy Microstructure Properties(6), Optical Imaging and Spectroscopy Techniques(6), Photochromic and Fluorescence Chemistry(6)

Publications79 total

An Ensemble Method for Analyzing Spectral and Clinical Data of Patients with Skin Neoplasms
Journal of Biomedical Photonics & Engineering·2025Open Access
Optical biopsy and chemometrics for skin cancer diagnostics
2025
Comparison of Machine Learning Methods for Identifying Chronic Heart Failure by Analyzing Blood Raman Spectra
2025
Component Analysis of Raman Spectra of Blood Serum Using Multivariate Curve Resolution Method
2025
An Ensemble Algorithm for Analyzing Raman Spectra of Skin
2025
Extraction of Informative Features for Optical Biopsy Data Analysis
2025
Identification of Blood Serum Compound by Decomposition of Raman Spectra by Multivariate Curve Resolution Method
2024
Application of Multivariate Curve Resolution analysis and Multilayer Perceptron for Classification of Raman Spectra of the Skin
2024· 1 cited
Research of the Feature Informativeness in the Classification of Raman Spectra for the Identification of Malignant Melanoma of the Skin
2024
Luminescent Properties of Photocured Acrylic Polymer Matrices Containing an Organic Fluorescent Dyad
Polymer Science Series C·2024
Differential Rapid Diagnosis of Endometrial Cancer and Its Benign Pathological Conditions Using Surface-Enhanced Raman Spectroscopy
Journal of Biomedical Photonics & Engineering·2024· 5 citedOpen Access
КЛИНИЧЕСКИЙ СЛУЧАЙ IG G4-АССОЦИИРОВАННОГО ЗАБОЛЕВАНИЯ С ПОРАЖЕНИЕМ ЩИТОВИДНОЙ ЖЕЛЕЗЫ (ТИРЕОИДИТ РИДЕЛЯ)
2024Open Access
Machine Learning Methods for Classifying Raman Scattering Spectra of the Skin
2024
Analysis of Raman Spectra of Blood Serum by Multivariate Curve Resolution Method
2024
Multidimensional Analysis of Dermoscopic Images and Spectral Information for the Diagnosis of Skin Tumors
Journal of Biomedical Photonics & Engineering·2024· 8 citedOpen Access
VGG Convolutional Neural Network Classification of Hyperspectral Images of Skin Neoplasms
Journal of Biomedical Photonics & Engineering·2023· 1 citedOpen Access
The preliminary study of diabetic retinopathy detection based on intensity parameters with optical coherence tomography angiography
Computer Optics·2023· 3 citedOpen Access
Special Features of Multiple Luminescence of the Dyad Containing Imidazole and Coumarin Fragments in Photocured Network Acrylate Polymers
Polymer Science Series B·2023· 2 cited
Special Features of Multiple Luminescence of the Dyad Containing Imidazole and Coumarin Fragments in Photocured Network Acrylate Polymers
Высокомолекулярные соединения Б·2023Open Access
ТЕЛЕМЕДИЦИНСКИЕ ТЕХНОЛОГИИ — ПОМОЩНИК В РЕШЕНИИ ТРУДНЫХ ЗАДАЧ
Конференция по лечению и диагностике сахарного диабета «Фундаментальная и клиническая диабетология в 21 веке: от теории к практике»·2023Open Access
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Frequent Co-authors

В. Т. Шашкова(15), Valery P. Zakharov(9), Yulia А. Khristoforova(8), Ivan А. Bratchenko(7), A. V. Kotova(7), Oleg O. Myakinin(7), Alexander A. Moryatov(6), Peter Timashev(6), N. L. Zaichenko(6), Inna M. Sokolova(6), L. A. Pevtsova(5), B. I. Zapadinskii(5), Н. А. Белов(4), A. N. Alabin(4), Н. Н. Глаголев(4), A. O. Stankevich(4), Alexander V. Lyubimov(4), G. V. Lyubimova(4), Л. С. Кольцова(4), A. И. Шиенок(4)