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Lyudmila A. Bratchenko

Observed names: Bratchenko, Lyudmila, L A Bratchenko, L Bratchenko, L. A. Bratchenko, L. Bratchenko, L.A. Bratchenko, Lyudmila A Bratchenko, Lyudmila Bratchenko, Lyudmila A. Bratchenko, Л А Братченко
ORCID: 0000-0003-3781-9274
Observed ORCID: 0000-0003-3781-9274
OpenAlex ID: A5075452472
Classification of skin cancer using convolutional neural networks analysis of Raman spectra
2022 · Ivan A. Bratchenko, Lyudmila A. Bratchenko, et al. · Computer Methods and Programs in Biomedicine · 95
Raman-Based Techniques in Medical Applications for Diagnostic Tasks: A Review
2023 · Yulia Khristoforova, Lyudmila Bratchenko, et al. · International Journal of Molecular Sciences · 80
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In vivo diagnosis of skin cancer with a portable Raman spectroscopic device
2021 · Ivan A. Bratchenko, Lyudmila A. Bratchenko, et al. · Experimental Dermatology · 75
Raman spectroscopy in chronic heart failure diagnosis based on human skin analysis
2023 · Yulia A. Khristoforova, Lyudmila A. Bratchenko, et al. · Journal of Biophotonics · 36
Multivariate Curve Resolution Alternating Least Squares Analysis of In Vivo Skin Raman Spectra
2022 · Irina Matveeva, Ivan Bratchenko, et al. · Sensors · 35
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Analyzing the serum of hemodialysis patients with end-stage chronic kidney disease by means of the combination of SERS and machine learning
2022 · Lyudmila A. Bratchenko, Sahar Z. Al-Sammarraie, et al. · Biomedical Optics Express · 35
Raman spectroscopy of human skin for kidney failure detection
2020 · Lyudmila A. Bratchenko, Ivan A. Bratchenko, et al. · Journal of Biophotonics · 34
Comparative study of multivariative analysis methods of blood Raman spectra classification
2019 · Lyudmila A. Bratchenko, Ivan A. Bratchenko, et al. · Journal of Raman Spectroscopy · 27
Avoiding Overestimation and the ‘Black Box’ Problem in Biofluids Multivariate Analysis by Raman Spectroscopy: Interpretation and Transparency With the SP‐LIME Algorithm
2024 · Lyudmila A. Bratchenko, Ivan A. Bratchenko · Journal of Raman Spectroscopy · 23
Silver Nanoparticles-Based Substrate for Blood Serum Analysis under 785 nm Laser Excitation
2022 · Sahar Z. Al-Sammarraie, Lyudmila A. Bratchenko, et al. · Journal of Biomedical Photonics & Engineering · 23
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Human blood plasma SERS analysis using silver nanoparticles for cardiovascular diseases detection
2024 · Sahar Z. Al-Sammarraie, Lyudmila A. Bratchenko, et al. · Journal of Biomedical Photonics & Engineering · 21
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Optical Biopsy of Amelanotic Melanoma with Raman and Autofluorescence Spectra Stimulated by 785 nm Laser Excitation
2021 · Ivan Bratchenko, Yulia Khristoforova, et al. · Journal of Biomedical Photonics & Engineering · 21
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Near-infrared autofluorescence spectroscopy of pigmented benign and malignant skin lesions
2020 · Ekaterina G. Borisova, Ivan A. Bratchenko, et al. · Optical Engineering · 18
Deep learning of surface-enhanced Raman spectroscopy data for multiple sclerosis diagnostics
2025 · Alexander V. Zakharov, Ivan A. Bratchenko, et al. · The European Physical Journal Special Topics · 17
Comment on “Quantification of glycated hemoglobin and glucose in vivo using Raman spectroscopy and artificial neural networks”
2022 · Ivan A. Bratchenko, Lyudmila A. Bratchenko · Lasers in Medical Science · 15
Overestimation of the classification model for Raman spectroscopy data of biological samples
2025 · Ivan A. Bratchenko, Lyudmila A. Bratchenko · mSystems · 13
SERS-based technique for accessible and rapid diagnosis of multiple myeloma in blood serum analysis
2025 · Lyudmila A. Bratchenko, Yulia A. Khristoforova, et al. · Light Advanced Manufacturing · 13
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Comment on “Combining derivative Raman with autofluorescence to improve the diagnosis performance of echinococcosis”
2021 · Ivan A. Bratchenko, Lyudmila A. Bratchenko · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 12
Combination of Raman spectroscopy and chemometrics: A review of recent studies published in the Spectrochimica Acta, Part A: Molecular and Biomolecular Spectroscopy Journal
2022 · Khristoforova, Yulia, Bratchenko, Lyudmila, et al. · arXiv (Cornell University) · 11
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Raman liquid biopsy: a new approach to the multiple sclerosis diagnostics
2025 · Anna Neupokoeva, Ivan Bratchenko, et al. · Frontiers in Neurology · 8
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The freeze–thaw cycle effect on blood serum autofluorescence, Raman spectroscopy and SERS: implications for sample classification and disease diagnostics
2024 · Polina K. Nurgalieva, Boris P. Yakimov, et al. · The Analyst · 8
Neural network classifier of hyperspectral images of skin pathologies
2021 · V.O. Vinokurov, I.A. Matveeva, et al. · Computer Optics · 8
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Comment on “Serum Raman spectroscopy combined with multiple classification models for rapid diagnosis of breast cancer”
2022 · Ivan A. Bratchenko, Lyudmila A. Bratchenko · Photodiagnosis and Photodynamic Therapy · 7
Comment on “Finding reduced Raman spectroscopy fingerprint of skin samples for melanoma diagnosis through machine learning”
2022 · Ivan A. Bratchenko, Lyudmila A. Bratchenko · Artificial Intelligence in Medicine · 7
In vivo hyperspectral analysis of skin hemoglobin and melanin content for neoplasia detection
2018 · Ivan Bratchenko, Oleg Myakinin, et al. · Journal of Biomedical Photonics & Engineering · 7
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Works count: 71
Citation count: 717
H-index: 15
I10-index: 19
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