Octdl: Optical coherence tomography dataset for image-based deep learning methods M Kulyabin, A Zhdanov, A Nikiforova, A Stepichev, A Kuznetsova, ... Scientific data 11 (1), 365, 2024 | 31 | 2024 |
The main physical and geographical characteristics of the Mukhrino field station area and its surroundings IV Kupriianova, IV Kupriianova, AA Kaverin, AA Kaverin, IV Filippov, ... Environmental dynamics and global climate change 13 (4), 215-252, 2022 | 12 | 2022 |
Enhancing electroretinogram classification with multi-wavelet analysis and visual transformer M Kulyabin, A Zhdanov, A Dolganov, M Ronkin, V Borisov, A Maier Sensors 23 (21), 8727, 2023 | 11 | 2023 |
Generating Synthetic Light‐Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under‐Represented Populations M Kulyabin, A Zhdanov, A Maier, L Loh, JJ Estevez, PA Constable Journal of Ophthalmology 2024 (1), 1990419, 2024 | 7 | 2024 |
Optimal combination of mother wavelet and AI model for precise classification of pediatric electroretinogram signals M Kulyabin, A Zhdanov, A Dolganov, A Maier Sensors 23 (13), 5813, 2023 | 7 | 2023 |
Attention to the electroretinogram: Gated multilayer perceptron for asd classification M Kulyabin, PA Constable, A Zhdanov, IO Lee, DA Thompson, A Maier IEEE Access, 2024 | 4 | 2024 |
Electroretinogram analysis using a short-time Fourier transform and Machine Learning techniques F Albasu, M Kulyabin, A Zhdanov, A Dolganov, M Ronkin, V Borisov, ... Bioengineering 11 (9), 866, 2024 | 3 | 2024 |
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology M Kulyabin, G Sokolov, A Galaida, A Maier, T Arias-Vergara International Conference on Pattern Recognition, 154-163, 2025 | 1 | 2025 |
Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging M Kulyabin, A Sindel, HR Pedersen, S Gilson, R Baraas, A Maier International Conference on Pattern Recognition, 168-182, 2024 | 1 | 2024 |
Segment Anything in Optical Coherence Tomography: SAM 2 for Volumetric Segmentation of Retinal Biomarkers M Kulyabin, A Zhdanov, A Pershin, G Sokolov, A Nikiforova, M Ronkin, ... Bioengineering 11 (9), 940, 2024 | 1 | 2024 |
Synthetic Electroretinogram Signal Generation Using Conditional Generative Adversarial Network for Enhancing Classification of Autism Spectrum Disorder M Kulyabin, PA Constable, A Zhdanov, IO Lee, DH Skuse, DA Thompson, ... arXiv preprint arXiv:2407.08166, 2024 | 1 | 2024 |
Remodeling the light-adapted electroretinogram using a bayesian statistical approach M Brabec, F Marmolejo-Ramos, L Loh, IO Lee, M Kulyabin, A Zhdanov, ... BMC Research Notes 18 (1), 33, 2025 | | 2025 |
Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning PA Constable, JO Pinzon-Arenas, LRM Diaz, IO Lee, F Marmolejo-Ramos, ... Bioengineering 12 (1), 15, 2024 | | 2024 |
Artificial intelligence for detection of retinal toxicity in chloroquine and hydroxychloroquine therapy using multifocal electroretinogram waveforms M Kulyabin, J Kremers, V Holbach, A Maier, C Huchzermeyer Scientific Reports 14 (1), 24853, 2024 | | 2024 |
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging P Shrestha, M Kulyabin, A Sindel, HR Pedersen, S Gilson, R Baraas, ... arXiv preprint arXiv:2410.15158, 2024 | | 2024 |
ERG Classification by Using ML Methods Based on Short-Time Fourier Transform FB Albasu, M Kulyabin, A Zhdanov, A Dolganov, V Borisov, M Ronkin 2024 IEEE Ural-Siberian Conference on Biomedical Engineering …, 2024 | | 2024 |
Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques. Bioengineering 2024, 11, 866 F Albasu, M Kulyabin, A Zhdanov, A Dolganov, M Ronkin, V Borisov, ... | | 2024 |
Comparative Analysis of Machine Learning Clustering Methods for Electroretinogram A Zhdanov, D Bulev, A Dolganov, M Kulyabin International Conference on e-Health and Bioengineering, 385-392, 2023 | | 2023 |