Ural Federal University B.N. Yeltsin

Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning (2025) Constable P, Pinzon-Arenas JO, Mercado Diaz LR, Lee I, Marmolejo-Ramos F, Loh L, Zhdanov A, et al. Journal article, Original article Remodeling the light-adapted electroretinogram using a bayesian statistical approach (2025) Brabec M, Marmolejo-Ramos F, Loh L, Lee I, Kulyabin M, Zhdanov A, Posada-Quintero HF, et al. Journal article, Original article Segment Anything in Optical Coherence Tomography: SAM 2 for Volumetric Segmentation of Retinal Biomarkers (2024) Kulyabin M, Zhdanov A, Pershin A, Sokolov G, Nikiforova A, Ronkin M, Borisov V, Maier A Journal article, Original article Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques (2024) Albasu FB, Kulyabin M, Zhdanov A, Dolganov A, Ronkin M, Borisov V, Dorosinsky L, et al. Journal article, Original article Generating Synthetic Light-Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under-Represented Populations (2024) Kulyabin M, Zhdanov A, Maier A, Loh L, Estevez JJ, Constable P Journal article, Original article Attention to the Electroretinogram: Gated Multilayer Perceptron for ASD Classification (2024) Kulyabin M, Constable P, Zhdanov A, Lee I, Thompson DA, Maier A Journal article, Original article OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods (2024) Kulyabin M, Zhdanov A, Nikiforova A, Stepichev A, Kuznetsova A, Ronkin M, Borisov V, et al. Journal article, Original article Исследование проникающей способности квантовых точек InP/ZnSe/ZnS 650 в структуры переднего сегмента глаза в эксперименте ex vivo (2024) Ponomarev VO, Kazaikin VN, Tkachenko KA, Kovalenko EG, Vokhmintsev AS, Weinstein IA, Zhdanov AE, Kulyabin M Journal article Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer (2023) Kulyabin M, Zhdanov A, Dolganov A, Ronkin M, Borisov V, Maier A Journal article, Online publication Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals (2023) Kulyabin M, Zhdanov A, Dolganov A, Maier A Journal article, Online publication