Mr. Valentin Kupriyanov Profile

Valentin Kupriyanov

at Univ de Lorraine

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Author

Publications (6)

Proceedings Article | 18 June 2024 Presentation + Paper

Bimodal spectroscopy for skin carcinomas and actinic keratoses diagnostic assistance

Valentin Kupriyanov, Walter Blondel, Christian Daul, Grégoire Khairallah, Clément Fauvel, Yury Kistenev, Marine Amouroux

Proceedings Volume 13009, 1300904 (2024) https://doi.org/10.1117/12.3016431

KEYWORDS: Diagnostics, Skin cancer, Spectroscopy, Diffuse reflectance spectroscopy, Autofluorescence

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Proceedings Article | 18 June 2024 Presentation + Paper

Classification of healthy and cancerous colon tissues based on absorption coefficient spectra

Valentin Kupriyanov, Maria Pinheiro, Sónia Carvalho, Isa Carneiro, Rui Henrique, Valery Tuchin, Luis Oliveira, Marine Amouroux, Yury Kistenev, Walter Blondel

Proceedings Volume 13010, 130100K (2024) https://doi.org/10.1117/12.3021894

KEYWORDS: Tissues, Biological samples, Absorption, Colorectal cancer, Colon, Optical properties, Spectroscopy, Pathology, Cancer

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Proceedings Article | 18 June 2024 Poster + Paper

Estimation of skin age and phototype using bimodal spectroscopy and machine learning

Valentin Kupriyanov, Walter Blondel, Christian Daul, Grégoire Khairallah, Clément Fauvel, Yury Kistenev, Marine Amouroux

Proceedings Volume 13010, 130100V (2024) https://doi.org/10.1117/12.3016417

KEYWORDS: Skin, Machine learning, Diffuse reflectance spectroscopy, Autofluorescence, Optical spectroscopy

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Proceedings Article | 7 March 2023 Poster + Paper

Evaluating the efficacy of different data processing methods in diagnosing precancerous skin conditions in a preclinical in-vivo model using bimodal spectroscopy

Valentin Kupriyanov, Walter Blondel, Christian Daul, Marine Amouroux, Yury Kistenev

Proceedings Volume 12378, 123780C (2023) https://doi.org/10.1117/12.2650369

KEYWORDS: Skin, Skin cancer, Feature extraction, Data processing, Principal component analysis, In vivo imaging, Diffuse reflectance spectroscopy, Autofluorescence

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Proceedings Article | 6 March 2023 Presentation + Paper

Assessing the effectiveness of multimodal data fusion methods for in-vivo diagnosis of pre-cancerous skin conditions in a preclinical model

Valentin Kupriyanov, Walter Blondel, Christian Daul, Marine Amouroux, Yury Kistenev

Proceedings Volume 12373, 1237307 (2023) https://doi.org/10.1117/12.2649626

KEYWORDS: Skin, Data fusion, Skin cancer, Biopsy, Reflectance spectroscopy, In vivo imaging, Data modeling, Diffuse reflectance spectroscopy, Autofluorescence, Artificial neural networks

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Proceedings Article | 6 March 2023 Presentation + Paper

Human skin phototype and apparent age classification based on machine learning methods of autofluorescence and diffuse reflectance spectroscopic data acquired in vivo

Ahmed Zghal, Clément Fauvel, Valentin Kupriyanov, Thomas Elsen, Grégoire Khairallah, Walter Blondel, Marine Amouroux

Proceedings Volume 12368, 123680C (2023) https://doi.org/10.1117/12.2649661

KEYWORDS: Skin, Diffuse reflectance spectroscopy, Reflectance spectroscopy, Spectroscopy, Machine learning, Autofluorescence, Data modeling, Principal component analysis, Education and training, Artificial neural networks

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Showing 5 of 6 publications

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