Ioannis D. Apostolopoulos

Covid-19: automatic detection from X-ray images utilizing transfer learning with convolutional neural networks

Ioannis D. Apostolopoulos, Tzani A. Mpesiana · Physical and Engineering Sciences in Medicine · 2020 · 2.4K citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +14

Extracting Possibly Representative COVID-19 Biomarkers from X-ray Images with Deep Learning Approach and Image Data Related to Pulmonary Diseases

Ioannis D. Apostolopoulos, Sokratis I. Aznaouridis, Mpesiana A. Tzani · Journal of Medical and Biological Engineering · 2020 · 354 citations · Full text

Image Analysis, Engineering, Medical Imaging +11

Multi-input deep learning approach for Cardiovascular Disease diagnosis using Myocardial Perfusion Imaging and clinical data

Ioannis D. Apostolopoulos, Dimitris I. Apostolopoulos, Trifon Spyridonidis et al. · Physica Medica · 2021 · 53 citations

Cardiovascular Disease Diagnosis, Engineering, Machine Learning +12

Classification of lung nodule malignancy in computed tomography imaging utilising generative adversarial networks and semi-supervised transfer learning

Ioannis D. Apostolopoulos, George Panayiotakis · Journal of Applied Biomedicine · 2021 · 46 citations

Computed Tomography, Image Analysis, Machine Learning +14

A General Machine Learning Model for Assessing Fruit Quality Using Deep Image Features

Ioannis D. Apostolopoulos, Mpesi Tzani, Sokratis I. Aznaouridis · AI · 2023 · 45 citations · Full text

Artificial Intelligence, Precision Agriculture, Engineering +17