Ekaterina Boichenko

ITMO University

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SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Spectrum is a Picture: Feasibility Study of Two-Dimensional Convolutional Neural Networks in Spectral Processing

Number of pages: 24 Posted: 11 Mar 2024

Vladislav Deev, Vitaliy Panchuk, Ekaterina Boichenko and Dmitry Kirsanov

St Petersburg University, St Petersburg University, ITMO University and St Petersburg University

Downloads 49 (1,097,529)

Citation 1

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2.

Near-infrared spectral data augmentation for underrepresented classes using generative adversarial networks to improve the accuracy of urinary stones classification

Downloads 47 (1,109,210)

2

Near-infrared spectral data augmentation for underrepresented classes using generative adversarial networks to improve the accuracy of urinary stones classification

Number of pages: 15 Posted: 19 Dec 2025

Vladislav Deev, Ekaterina Boichenko, Mikhail Paronnikov, Vladimir Protoshak and Dmitry Kirsanov

St Petersburg University, ITMO University, affiliation not provided to SSRN, affiliation not provided to SSRN and St Petersburg University

Downloads 25 (1,430,393)

Abstract:

Near-infrared spectral data augmentation for underrepresented classes using generative adversarial networks to improve the accuracy of urinary stones classification

Number of pages: 16 Posted: 23 Mar 2026

Vladislav Deev, Ekaterina Boichenko, Mikhail Paronnikov, Vladimir Protoshak and Dmitry Kirsanov

St Petersburg University, ITMO University, affiliation not provided to SSRN, affiliation not provided to SSRN and St Petersburg University

Downloads 22 (1,486,852)

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