Dimitrios D. Kollias

According to our database, Dimitrios D. Kollias authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation.

Anastasios Arsenos, Dimitrios D. Kollias, Evangelos Petrongonas, Christos Skliros, Stefanos D. Kollias

CoRR, 2024

COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System.

Demetris Gerogiannis, Anastasios Arsenos, Dimitrios D. Kollias, Dimitris Nikitopoulos, Stefanos D. Kollias

CoRR, 2024

Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans.

Dimitrios D. Kollias, Anastasios Arsenos, Stefanos D. Kollias

CoRR, 2024

2023

A deep neural architecture for harmonizing 3-D input data analysis and decision making in medical imaging.

Dimitrios D. Kollias, Anastasios Arsenos, Stefanos D. Kollias

Neurocomputing, July, 2023

AI-Enabled Analysis of 3-D CT Scans for Diagnosis of COVID-19 & its Severity.

Dimitrios D. Kollias, Anastasios Arsenos, Stefanos D. Kollias

Proceedings of the IEEE International Conference on Acoustics, 2023

Data-Driven Covid-19 Detection Through Medical Imaging.

Anastasios Arsenos, Andjoli Davidhi, Dimitrios D. Kollias, Panos Prassopoulos, Stefanos D. Kollias

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging.

Dimitrios D. Kollias, Anastasios Arsenos, Stefanos D. Kollias

CoRR, 2022