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 6 of 49 publications
CARDIA-X: Global Semantic Transition and Rough-Set Rules for Auditable Post Hoc Electrocardiographic Explainability
AI 7(9), 376ECGExplainable AIRough SetsResearch Audit
Towards Transparent AI in Medicine: ECG-Based Arrhythmia Detection with Explainable Deep Learning
Technologies 13(1), 34ECGArrhythmiaExplainable AICNN+2
Toward Explainable Deep Learning in Healthcare through Transition Matrix and User-Friendly Features
Frontiers in Artificial Intelligence 7, 1482141Explainable AIHealthcareDeep LearningUser-Friendly+1
ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System
ICyberPhyS 2024ECGArrhythmiaCNNIoT+2
Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge
IDDM 2023ECGR-peak DetectionDeep LearningDomain Knowledge+1
A Novel Feature Vector for ECG Classification using Deep Learning
IntelITSIS 2023ECGFeature VectorDeep LearningClassification+1