Sepsis Detection Exploiting Biomarker Analysis with Deep Neural Networks. - Dimitrios Spanos; Nikolaos Passalis; Dimosthenis Spasopoulos; Evangelia Chatzianagnostou; Juan Carlos Ruiz-Rodríguez; Juan José González Lopez; Laura M. Lechuga; M.-Carmen Estevez; Nikos Pleros; Anastasios Tefas (ICPS, 2025)

Reliable Uncertainty Estimation in Autonomous Systems via Feature Collapse Mitigation. - Dimitrios Spanos; Nikolaos Passalis; Anastasios Tefas (ICPS, 2025)

Leveraging subclass learning for improving uncertainty estimation in deep Learning. - Dimitrios Spanos; Nikolaos Passalis; Anastasios Tefas (Neurocomputing, 2025)