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 5 of 49 publications
Intelligent Information System for Knowledge Integration into Artificial Intelligence Models
AdvAIT 2025 · CEUR Workshop Proceedings 4163Medical ImagingKnowledge IntegrationCardiac MRIInteroperability
EMTKD at the Edge: An Adaptive Multi-Teacher Knowledge Distillation for Robust Cardiac MRI Classification
doors 2025 · CEUR Workshop Proceedings 3943Knowledge DistillationCardiac MRIEdge ComputingDomain Adaptation
Method of Adaptive Knowledge Distillation from Multi-Teacher to Student Deep Learning Models
Journal of Edge Computing 4(2), 159-178Knowledge DistillationMulti-TeacherDeep LearningModel Compression+1
Toward Explainable Deep Learning in Healthcare through Transition Matrix and User-Friendly Features
Frontiers in Artificial Intelligence 7, 1482141Explainable AIHealthcareDeep LearningUser-Friendly+1
Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images
ISDMCI 2024Brain TumorMRIExplainable AIMedical Imaging+1