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Publications

Peer-reviewed research

Nature Scientific Reports1

Artificial intelligence for detection of retinal toxicity in chloroquine and hydroxychloroquine therapy using multifocal electroretinogram waveforms

Nature Scientific Reports

Nature Scientific Data1

OCTDL: Optical coherence tomography dataset for image-based deep learning methods

Nature Scientific Data

MDPI Sensors2

Enhancing electroretinogram classification with multi-wavelet analysis and visual transformer

MDPI Sensors

Optimal combination of mother wavelet and AI model for precise classification of pediatric electroretinogram signals

MDPI Sensors

MDPI Bioengineering3

Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning

MDPI Bioengineering

Segment Anything in Optical Coherence Tomography: SAM 2 for Volumetric Segmentation of Retinal Biomarkers

MDPI Bioengineering

Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques

MDPI Bioengineering

Journal of Ophthalmology1

Generating Synthetic Light‐Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under‐Represented Populations

Journal of Ophthalmology

IEEE Access1

Attention to the electroretinogram: Gated multilayer perceptron for asd classification

IEEE Access

International Conference on Pattern Recognition 20242

SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology

International Conference on Pattern Recognition 2024

Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging

International Conference on Pattern Recognition 2024

Documenta Ophthalmologica1

Synthetic electroretinogram signal generation using a conditional generative adversarial network

Documenta Ophthalmologica

Full publication lists on Google Scholar

Mikhail KulyabinAleksei Zhdanov