Pavlo Radiuk

According to our database, Pavlo Radiuk authored at least 19 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Intelligent Integrated System for Fruit Detection Using Multi-UAV Imaging and Deep Learning.

Oleksandr Melnychenko, Lukasz Scislo, Oleg Savenko, Anatoliy Sachenko, Pavlo Radiuk

Sensors, March, 2024

Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare.

Pavlo Radiuk, Oleksander Barmak, Eduard Manziuk, Iurii Krak

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2024) 2024, 2024

Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap.

Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2024) 2024, 2024

Precision Slicing for Enhanced Defect Detection in High-Resolution Wind Turbine Blade Imagery.

Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Oleg Savenko, Anatoliy Sachenko

Proceedings of the 1st International Workshop on Intelligent & CyberPhysical Systems (ICyberPhyS 2024), 2024

ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System.

Oleksii Kovalchuk, Olexander Barmak, Pavlo Radiuk, Iurii Krak

Proceedings of the 1st International Workshop on Intelligent & CyberPhysical Systems (ICyberPhyS 2024), 2024

2023

A Novel Feature Vector for ECG Classification using Deep Learning.

Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Sergi Petrovskyi, Iurii Krak

Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, 2023

Myocardium Segmentation using Two-Step Deep Learning with Smoothed Masks by Gaussian Blur.

Vitalii Slobodzian, Pavlo Radiuk, Anastasiia Zingailo, Olexander Barmak, Iurii Krak

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge.

Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Iurii Krak

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Apple Detection with Occlusions Using Modified YOLOv5-v1.

Oleksandr Melnychenko, Oleg Savenko, Pavlo Radiuk

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

2022

Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving.

Iurii Krak, Vladyslav A. Kuznetsov, Serhii Kondratiuk, Larisa Azarova, Olexander Barmak, Pavlo Radiuk

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022

Convolutional Neural Network for Parking Slots Detection.

Pavlo Radiuk, Olga Pavlova, Houda El Bouhissi, Volodymyr Avsiyevych, Volodymyr Kovalenko

Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022

Method of Facial Geometric Feature Representation for Information Security Systems.

Oleg Kalyta, Iurii Krak, Olexander Barmak, Waldemar Wójcik, Pavlo Radiuk

Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022

Human-in-the-Loop Approach Based on MRI and ECG for Healthcare Diagnosis.

Pavlo Radiuk, Oleksii Kovalchuk, Vitalii Slobodzian, Eduard Manziuk, Oleksander Barmak, Iurii Krak

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

An Ensemble Machine Learning Approach for Twitter Sentiment Analysis.

Pavlo Radiuk, Olga Pavlova, Nadiia Hrypynska

Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

2021

Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions.

Iurii Krak, Olexander Barmak, Pavlo Radiuk

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021

2020

Applying 3D U-Net Architecture to the Task of Multi-Organ Segmentation in Computed Tomography.

Pavlo Radiuk

Appl. Comput. Syst., 2020

Heuristic Architecture Search Using Network Morphism for Chest X-Ray Classification.

Pavlo Radiuk, Hakan Kutucu

Proceedings of the 1st International Workshop on Intelligent Information Technologies & Systems of Information Security, 2020

Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs.

Iurii Krak, Olexander Barmak, Pavlo Radiuk

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

A Framework for Exploring and Modelling Neural Architecture Search Methods.

Pavlo Radiuk, Nadiia Hrypynska

Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020