System for neural network determination of atrial fibrillation on ECG signals with wavelet-based preprocessing P Lyakhov, M Kiladze, U Lyakhova Applied Sciences 11 (16), 7213, 2021 | 20 | 2021 |
System for the recognizing of pigmented skin lesions with fusion and analysis of heterogeneous data based on a multimodal neural network PA Lyakhov, UA Lyakhova, NN Nagornov Cancers 14 (7), 1819, 2022 | 14 | 2022 |
Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants PA Lyakhov, AA Dolgalev, UA Lyakhova, AA Muraev, KE Zolotayev, ... Frontiers in Neuroinformatics 16, 1067040, 2022 | 8 | 2022 |
Neural network classification system for pigmented skin neoplasms with preliminary hair removal in photographs PA Lyakhov, UA Lyakhova Computer Optics 5 (45), 728-735, 2021 | 5 | 2021 |
Архитектоника системы искусственного интеллекта и перспективы применения технологий машинного обучения в стоматологии. обзор литературы АА Долгалев, АА Мураев, ПА Ляхов, УА Ляхова, ДЗ Чониашвили, ... Главный врач Юга России, 2-6, 2022 | 4 | 2022 |
Method of cleaning hair structures for intellectual image classification of skin neoplasms UA Lyakhova, PA Lyakhov 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and …, 2021 | 3 | 2021 |
EEG Neuro-processing for the development of neurointerfaces NI Chervyakov, PA Lyakhov, MR Kiladze, AA Kovalets, UA Lyakhova IOP Conference Series: Materials Science and Engineering 873 (1), 012003, 2020 | 3 | 2020 |
Multimodal Neural Network for Recognition of Cardiac Arrhythmias Based on 12-Load Electrocardiogram Signals MR Kiladze, UA Lyakhova, PA Lyakhov, NN Nagornov, M Vahabi IEEE Access 11, 133744-133754, 2023 | 2 | 2023 |
Multimodal neural network system for skin cancer recognition with a modified cross-entropy loss function P Lyakhov, U Lyakhova, D Kalita Preprints, 2023 | 2 | 2023 |
Semantic Segmentation System of Pigmented Skin Lesions Based on Convolutional Neural Networks VV Fedorenko, UA Lyakhova, NN Nagornov, GA Efimenko, DI Kaplun 2022 11th Mediterranean Conference on Embedded Computing (MECO), 1-5, 2022 | 2 | 2022 |
Система нейросетевой классификации пигментных новообразований кожи с предварительным удалением волос на фотографиях ПА Ляхов, УА Ляхова Компьютерная оптика 45 (5), 728-735, 2021 | 2 | 2021 |
Method for determining skin lesions from images using neural network UA Lyakhova, PA Lyakhov, NI Chervyakov, DI Kaplun, AS Voznesensky 2020 9th Mediterranean Conference on Embedded Computing (MECO), 1-4, 2020 | 2 | 2020 |
Аналитические показатели флоры ворсянковых (Dipsacaceae Juss.) российской части Кавказа ВН Белоус, УА Ляхова Динамика биологического разнообразия природных и антропогенных ландшафтов и …, 2017 | 2 | 2017 |
Определение оптимальной структуры нейронной сети при разработке программ для поддержки принятия решений в дентальной имплантации АА Долгалев, АА Мураев, ПА Ляхов, УА Ляхова, ДЗ Чониашвили, ... Медицинский алфавит, 54-64, 2023 | 1 | 2023 |
Neural Network Classification of Dermatoscopic Images of Pigmented Skin Lesions PA Lyakhov, UA Lyakhova, VA Baboshina International Conference on Mathematics and its Applications in new Computer …, 2021 | 1 | 2021 |
Невыпуклая оптимизация с положительно-отрицательной оценкой момента и ее применение для нейросетевого распознавания рака кожи ПА Ляхов, УА Ляхова, РИ Абдулкадиров Computer 48, 2, 2024 | | 2024 |
Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network PA Lyakhov, UA Lyakhova, RI Abdulkadirov Computer Optics 48 (2), 260-271, 2024 | | 2024 |
Multimodal Analysis of Unbalanced Dermatological Data for Skin Cancer Recognition PA Lyakhov, UA Lyakhova, DI Kalita IEEE Access 11, 131487-131507, 2023 | | 2023 |
Cloud-Based Service for Recognizing Pigmented Skin Lesions Using a Multimodal Neural Network System UA Lyakhova, DN Bondarenko, EE Boyarskaya, NN Nagornov International Conference on Actual Problems of Applied Mathematics and …, 2023 | | 2023 |
About the Choice of Data Balance Method for Neural Network Classification of Electrocardiogram Signals MR Kiladze, DI Kalita, UA Lyakhova, AR Orazaev 2023 International Conference on Quality Management, Transport and …, 2023 | | 2023 |