Mikhail Kulyabin

Lehrstuhl für Informatik 5 (Mustererkennung) Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) (LME)

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 Synthetic electroretinogram signal generation using a conditional generative adversarial network (2025) Kulyabin M, Zhdanov A, Lee IO, Skuse DH, Thompson DA, Maier A, Constable PA Journal article SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology (2024) Kulyabin M, Sokolov G, Galaida A, Maier A, Arias Vergara T Conference contribution, Original article Artificial intelligence for detection of retinal toxicity in chloroquine and hydroxychloroquine therapy using multifocal electroretinogram waveforms (2024) Kulyabin M, Kremers J, Holbach V, Maier A, Huchzermeyer C 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