| Issue Date | Title | Author(s) |
| 2019 | A new series of acetohydroxamates shows in vitro and in vivo anticancer activity against melanoma | Aksenov, A. V.; Аксенов, А. В.; Aksenov, N. A.; Аксенов, Н. А.; Aksenov, D. A.; Аксенов, Д. А.; Kornienko, A. V.; Корниенко, А. В. |
| 2023 | Cloud-Based Service for Recognizing Pigmented Skin Lesions Using a Multimodal Neural Network System | Lyakhova, U. A.; Ляхова, У. А.; Bondarenko, D. N.; Бондаренко, Д. Н.; Boyarskaya, E. E.; Боярская, Э. Е.; Nagornov, N. N.; Нагорнов, Н. Н. |
| 2025 | Ensemble System for Skin Cancer Detection Based on the Analysis of Heterogeneous Dermatological Data Using Multimodal Neural Networks | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Kalita, D. I.; Калита, Д. И. |
| 2020 | Method for determining skin lesions from images using neural network | Lyakhova, U. A.; Ляхова, У. А.; Lyakhov, P. A.; Ляхов, П. А.; Chervyakov, N. I.; Червяков, Н. И. |
| 2021 | Method of cleaning hair structures for intellectual image classification of skin neoplasms | Lyakhova, U. A.; Ляхова, У. А.; Lyakhov, P. A.; Ляхов, П. А. |
| 2023 | Multimodal Analysis of Unbalanced Dermatological Data for Skin Cancer Recognition | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Kalita, D. I.; Калита, Д. И. |
| 2024 | Multimodal ensemble neural network system for skin cancer detection on heterogeneous dermatological data | Lyakhova, U. A.; Ляхова, У. А.; Lyakhov, P. A.; Ляхов, П. А. |
| 2022 | Neural network classification of dermatoscopic images of pigmented skin lesions | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Baboshina, V. A.; Бабошина, В. А. |
| 2021 | Neural network classification system for pigmented skin neoplasms with preliminary hair removal in photographs | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А. |
| 2023 | Neural Network Skin Cancer Recognition with a Modified Cross-Entropy Loss Function | Lyakhova, U. A.; Ляхова, У. А. |
| 2024 | Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Abdulkadirov, R. I.; Абдулкадиров, Р. И. |
| 2022 | Semantic Segmentation System of Pigmented Skin Lesions Based on Convolutional Neural Networks | Fedorenko, V. V.; Федоренко, В. В.; Lyakhova, U. A.; Ляхова, У. А.; Nagornov, N. N.; Нагорнов, Н. Н. |
| 2022 | System for the recognizing of pigmented skin lesions with fusion and analysis of heterogeneous data based on a multimodal neural network | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Nagornov, N. N.; Нагорнов, Н. Н. |
| 2024 | Systematic review of approaches to detection and classification of skin cancer using artificial intelligence: Development and prospects | Lyakhova, U. A.; Ляхова, У. А.; Lyakhov, P. A.; Ляхов, П. А. |
