Enhanced Deep Learning Methodologies and MRI Selection Techniques for Dementia Diagnosis in the Elderly Population. - Nikolaos Ntampakis; Konstantinos I. Diamantaras; Ioanna Chouvarda; Vasileios Argyriou; Panagiotis Sarigianndis (CoRR, 2024)

Fusion Grad-CAM: A Methodology for Generating Unified Attention Maps in Majority Voting Classifiers. - Nikolaos Ntampakis; Konstantinos I. Diamantaras; Vasileios Argyriou; Panagiotis Sarigianndis (IPAS, 2025)

NeuroXVocal: Detection and Explanation of Alzheimer's Disease through Non-invasive Analysis of Picture-prompted Speech. - Nikolaos Ntampakis; Konstantinos I. Diamantaras; Ioanna Chouvarda; Magda Tsolaki; Vasileios Argyriou; Panagiotis Sarigianndis (CoRR, 2025)