Research Publications
AI, computer vision and data security research by Oleksandr Melnychenko and Pavlo Radiuk. Method summaries, evaluation context and links to original publications.
All Publications49Publications
25Journal Articles
22Conference Papers
All Publications
Found 4 of 49 publications
Intelligent Information System for Knowledge Integration into Artificial Intelligence Models
AdvAIT 2025 · CEUR Workshop Proceedings 4163Medical ImagingKnowledge IntegrationCardiac MRIInteroperability
Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images
ISDMCI 2024Brain TumorMRIExplainable AIMedical Imaging+1
Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions
IntelITSIS 2021PneumoniaCT ScanDilated ConvolutionsMedical Imaging+1
Applying 3D U-Net Architecture to the Task of Multi-Organ Segmentation in Computed Tomography
Applied Computer Systems 25(1), 43-503D U-NetOrgan SegmentationCTMedical Imaging+1