2.4k citations
- University of PatrasGR41 papers
- University of LiverpoolGB8 papers
- National and Kapodistrian University of AthensGR7 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- University of PiraeusGR6 papers
- Institute of Informatics and TelematicsIT5 papers
- National Research CouncilLK5 papers
- Hellenic Open UniversityGR4 papers
- University of IoanninaGR4 papers
- University of the AegeanGR4 papers
- Durham UniversityGB3 papers
- École Polytechnique Fédérale de LausanneCH3 papers
Showing 2020Show all
3 papers · 1 filter
eess.IV2020★ 359 cited
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 Aznaouridis, Mpesiana Tzani
In this study, the problem of automatically classifying pulmonary diseases, including the recently emerged COVID-19, from X-Ray images, is considered. While the spread of COVID-19…
eess.IV2020★ 2.4k cited
Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks
Ioannis D. Apostolopoulos, Tzani Bessiana
In this study, a dataset of X-Ray images from patients with common pneumonia, Covid-19, and normal incidents was utilized for the automatic detection of the Coronavirus. The aim of…
math.NA2020★ 42 cited
Block-Term Tensor Decomposition: Model Selection and Computation
Athanasios A. Rontogiannis, Eleftherios Kofidis, Paris V. Giampouras
The so-called block-term decomposition (BTD) tensor model has been recently receiving increasing attention due to its enhanced ability of representing systems and signals that are…