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Computer Methods in Biomechanics and Biomedical Engineering|May 21, 2020
Non - invasive modelling methodology for the diagnosis of coronary artery disease using fuzzy cognitive mapsIoannis D Apostolopoulos, Peter P GroumposPhysical and Engineering Sciences in Medicine|June 12, 2020
Covid-19: automatic detection from X-ray images utilizing transfer learning with convolutional neural networksIoannis D Apostolopoulos, Tzani A MpesianaBioengineering (Basel, Switzerland)|March 28, 2026
MedScanGAN: Synthetic PET & CT Scan Generation Using Conditional Generative Adversarial Networks for Medical AI Data AugmentationAgorastos-Dimitrios Samaras, Ioannis D Apostolopoulos, Nikolaos PapandrianosBiomedical Physics & Engineering Express|April 30, 2021
Advanced fuzzy cognitive maps: state-space and rule-based methodology for coronary artery disease detectionIoannis D Apostolopoulos, Peter P Groumpos, Dimitris J ApostolopoulosJournal of Medical and Biological Engineering|May 16, 2020
Extracting Possibly Representative COVID-19 Biomarkers from X-ray Images with Deep Learning Approach and Image Data Related to Pulmonary DiseasesIoannis D Apostolopoulos, Sokratis I Aznaouridis, Mpesiana A TzaniDiseases (Basel, Switzerland)|September 22, 2022
A Deep Learning Methodology for the Detection of Abnormal Parathyroid Glands via Scintigraphy with <sup>99m</sup>Tc-SestamibiIoannis D Apostolopoulos, Nikolaos D Papathanasiou, Dimitris J ApostolopoulosHellenic Journal of Nuclear Medicine|July 28, 2020
Automatic characterization of myocardial perfusion imaging polar maps employing deep learning and data augmentationIoannis D Apostolopoulos, Nikolaos D Papathanasiou, Trifon Spyridonidis, et al.Cureus|November 24, 2025
The Role of Artificial Intelligence in the Diagnosis, Segmentation, and Prediction of Retinal Vein Occlusion: A Systematic ReviewEirini Maliagkani, Vyron Michalakis, Ioannis D Apostolopoulos, et al.Bioengineering (Basel, Switzerland)|October 25, 2024
Between Two Worlds: Investigating the Intersection of Human Expertise and Machine Learning in the Case of Coronary Artery Disease DiagnosisIoannis D Apostolopoulos, Nikolaos I Papandrianos, Dimitrios J Apostolopoulos, et al.Journal of Imaging|May 26, 2026
Clinician-Centered Evaluation Framework for Explainable AI Heatmaps in OCT-Based Retinal Disease ClassificationEirini Maliagkani, Ilias Georgalas, Ioannis Datseris, et al.Pageof 3