Publications

Peer-reviewed research, conference proceedings, technical articles, and open-access datasets spanning machine learning, computer vision, data science, and applied AI

Journal

Segmentation and quantification of atherosclerotic plaques in optical coherence tomography

Computers in Biology and Medicine•2025

Computer VisionMedical ImagingDeep LearningFirst author

Journal

Real-time coronary artery stenosis detection based on modern neural networks

Scientific Reports•2021

Real-Time DetectionNeural NetworksCardiologyFirst author

Conference

Non-invasive intracranial pressure estimation from cerebral blood flow dynamics using wavelet-based deep learning

European Conferences on Biomedical Optics•Munich 🇩🇪•2025

BiophotonicsDeep LearningMedical DevicesFirst author

Conference

Boosting segmentation accuracy of the deep learning models based on the synthetic data generation

ISPRS Workshop on Computer Vision Techniques•Moscow 🇷🇺•2021

Synthetic DataDeep LearningMedical ImagingFirst author

Blog Post

Testing AI low-code platforms: What actually worked and what didn't

Symfa Blog•2025

AI ToolsLow-CodeProduct Development

Blog Post

Harnessing AI for histopathology: A leap towards precision medicine

Quantori Blog•2024

Digital PathologyPrecision MedicineMedical AI

Dataset

Chest X-ray dataset for lung segmentation

Mendeley Data•2022

Chest X-rayLung SegmentationMedical ImagingFirst author

Dataset

Angiographic dataset for stenosis detection

Mendeley Data•2021

AngiographyStenosis DetectionCardiologyFirst author