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Ulyana Alekseevna Lyakhova

Observed names: U A Lyakhova, U. A. Lyakhova, U.A. Lyakhova, Ulyana A. Lyakhova, Ulyana Lyakhova, Ляхова У.А., Ляхова Ульяна Алексеевна, У.А. Ляхова
Observed institution: North-Caucasus Federal University
ORCID: 0000-0002-2949-7036
Observed ORCID: 0000-0002-2949-7036
OpenAlex ID: A5062702974
Systematic review of approaches to detection and classification of skin cancer using artificial intelligence: Development and prospects
2024 · U.A. Lyakhova, P.A. Lyakhov · Computers in Biology and Medicine · 42
Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants
2022 · Pavel Alekseevich Lyakhov, Alexander Alexandrovich Dolgalev, et al. · Frontiers in Neuroinformatics · 39
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Multimodal Analysis of Unbalanced Dermatological Data for Skin Cancer Recognition
2023 · Pavel A. Lyakhov, Ulyana A. Lyakhova, et al. · IEEE Access · 38
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System for the Recognizing of Pigmented Skin Lesions with Fusion and Analysis of Heterogeneous Data Based on a Multimodal Neural Network
2022 · Pavel Alekseevich Lyakhov, Ulyana Alekseevna Lyakhova, et al. · Cancers · 28
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Neural network classification system for pigmented skin neoplasms with preliminary hair removal in photographs
2021 · P.A. Lyakhov, U.A. Lyakhova · Computer Optics · 25
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System for Neural Network Determination of Atrial Fibrillation on ECG Signals with Wavelet-Based Preprocessing
2021 · Pavel Lyakhov, Mariya Kiladze, et al. · Applied Sciences · 24
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Multimodal Neural Network for Recognition of Cardiac Arrhythmias Based on 12-Load Electrocardiogram Signals
2023 · Mariya R. Kiladze, Ulyana A. Lyakhova, et al. · IEEE Access · 11
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Semantic Segmentation System of Pigmented Skin Lesions Based on Convolutional Neural Networks
2022 · Vladimir V. Fedorenko, Ulyana A. Lyakhova, et al. · Mediterranean Conference on Embedded Computing (MECO) · 6
Multimodal Neural Network System for Skin Cancer Recognition with a Modified Cross-Entropy Loss Function
2023 · Pavel Lyakhov, Ulyana Lyakhova, et al. · Preprints.org · 5
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Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network
2024 · P.A. Lyakhov, U.A. Lyakhova, et al. · Computer Optics · 4
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Multimodal ensemble neural network system for skin cancer detection on heterogeneous dermatological data
2024 · Ulyana A. Lyakhova, Pavel A. Lyakhov · Vestnik of Saint Petersburg University Applied Mathematics Computer Science Control Processes · 4
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Bidirectional Encoder representation from Image Transformers for recognizing sunflower diseases from photographs
2025 · V.A. Baboshina, P.A. Lyakhov, et al. · Computer Optics · 3
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Determining the optimal neural network structure for the development of decision support programmes in dental implantation
2023 · A. A. Dolgalev, A. A. Muraev, et al. · Medical alphabet · 3
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Neural Network Skin Cancer Recognition with a Modified Cross-Entropy Loss Function
2023 · Ulyana Alekseevna Lyakhova · Lecture notes in networks and systems · 3
Method for Determining Skin Lesions from Images Using Neural Network
2020 · U.A. Lyakhova, P.A. Lyakhov, et al. · Mediterranean Conference on Embedded Computing (MECO) · 2
EEG Neuro - processing for the development of neurointerfaces
2020 · N I Chervyakov, P A Lyakhov, et al. · IOP Conference Series Materials Science and Engineering · 2
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A Systematic Review of Methods and Algorithms for the Intelligent Processing of Agricultural Data Applied to Sunflower Crops
2025 · Valentina Arustamyan, Pavel Lyakhov, et al. · Machine Learning and Knowledge Extraction · 1
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Ensemble System for Skin Cancer Detection Based on the Analysis of Heterogeneous Dermatological Data Using Multimodal Neural Networks
2025 · P. A. Lyakhov, U. A. Lyakhova, et al. · Automatic Control and Computer Sciences · 1
Method of Cleaning Hair Structures for Intellectual Image Classification of Skin Neoplasms
2021 · U.A. Lyakhova, P.A. Lyakhov · Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT) · 1
Automatic Camera Calibration Method for Solving the Problem of Moving Object Detection
2025 · Diana I. Kalita, Pavel A. Lyakhov, et al. · International Conference "Quality Management, Transport and Information Security, Information Technologies" (IT&QM&IS)
Method for Determining the Sign in the Residue Number System Based on the Chinese Theorem on Fractional Remainders
2025 · Diana I. Kalita, Pavel A. Lyakhov, et al. · International Conference "Quality Management, Transport and Information Security, Information Technologies" (IT&QM&IS)
Detection of attention state in children with autism spectrum disorder based on neural network classification of electroencephalograms
2025 · Pavel A. Lyakhov, Ulyana A. Lyakhova, et al. · Vestnik of Saint Petersburg University Applied Mathematics Computer Science Control Processes
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About the Choice of Data Balance Method for Neural Network Classification of Electrocardiogram Signals
2023 · Mariya R. Kiladze, Diana I. Kalita, et al. · International Conference "Quality Management, Transport and Information Security, Information Technologies" (IT&QM&IS)
Cloud-Based Service for Recognizing Pigmented Skin Lesions Using a Multimodal Neural Network System
2023 · Ulyana Alekseevna Lyakhova, Daria Nikolaevna Bondarenko, et al. · Lecture notes in networks and systems
Neural Network Classification of Dermatoscopic Images of Pigmented Skin Lesions
2022 · Pavel A. Lyakhov, Ulyana A. Lyakhova, et al. · Lecture notes in networks and systems
Works count: 30
Citation count: 242
H-index: 7
I10-index: 7
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