3 papers
cs.LG2025
Synthetic Data Blueprint (SDB): A modular framework for the statistical, structural, and graph-based evaluation of synthetic tabular data
Vasileios C. Pezoulas, Nikolaos S. Tachos, Eleni Georga +3
In the rapidly evolving era of Artificial Intelligence (AI), synthetic data are widely used to accelerate innovation while preserving privacy and enabling broader data accessibilit…
cs.AI2025
AI Model Passport: Data and System Traceability Framework for Transparent AI in Health
Varvara Kalokyri, Nikolaos S. Tachos, Charalampos N. Kalantzopoulos +10
The increasing integration of Artificial Intelligence (AI) into health and biomedical systems necessitates robust frameworks for transparency, accountability, and ethical complianc…
eess.IV2021
A new smart-cropping pipeline for prostate segmentation using deep learning networks
Dimitrios G. Zaridis, Eugenia Mylona, Nikolaos S. Tachos +4
Prostate segmentation from magnetic resonance imaging (MRI) is a challenging task. In recent years, several network architectures have been proposed to automate this process and al…