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Valentin Kupriyanov
at Univ de Lorraine
SPIE Involvement:
Author
Publications (3)
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
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
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
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
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
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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