An Adaptive Semi-automated Integrated System for Multiple Sclerosis Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional Neural Network. - Andreas Georgiou; Christos P. Loizou; Andria Nicolaou; Marios Pantzaris; Constantinos S. Pattichis (CAIP (1), 2021)

Rule Extraction in the Assessment of Brain MRI Lesions in Multiple Sclerosis: Preliminary Findings. - Andria Nicolaou; Christos P. Loizou; Marios Pantzaris; Antonis C. Kakas; Constantinos S. Pattichis (CAIP (1), 2021)

An Explainable AI model in the assessment of Multiple Sclerosis using clinical data and Brain MRI lesion texture features *. - Andria Nicolaou; Marios Pantziaris; Christos P. Loizou; Antonis C. Kakas; Constantinos S. Pattichis (BHI, 2023)

A Comparative Study of Explainable AI models in the Assessment of Multiple Sclerosis. - Andria Nicolaou; Nicoletta Prentzas; Christos P. Loizou; Marios Pantzaris; Antonis C. Kakas; Constantinos S. Pattichis (CAIP (2), 2023)

An Explainable Artificial Intelligence model in the assessment of Brain MRI Lesions in Multiple Sclerosis using Amplitude Modulation - Frequency Modulation multi-scale feature sets. - Andria Nicolaou; Antonis C. Kakas; Constantinos S. Pattichis; Marios S. Pattichis; Kevin Fotso; Christos P. Loizou; Marios Pantzaris (DSP, 2023)

An Overview of Explainable AI Studies in the Prediction of Sepsis Onset and Sepsis Mortality. - Andria Nicolaou; Waqar A. Sulaiman; Zinonas C. Antoniou; Lakis Palazis; Anna Vavlitou; Constantinos S. Pattichis; Andreas S. Panayides (MIE, 2024)

A Systematic Review of Quantitative MRI Brain Analysis Studies in Multiple Sclerosis Disease. - Andria Nicolaou; Christos P. Loizou; Marios Pantzaris; Constantinos S. Pattichis (IEEE Access, 2024)

AI Advances in ICU with an Emphasis on Sepsis Prediction: An Overview. - Charithea Stylianides; Andria Nicolaou; Waqar A. Sulaiman; Christina-Athanasia I. Alexandropoulou; Ilias E. Panagiotopoulos; Konstantina Karathanasopoulou; George Dimitrakopoulos 001; Styliani Kleanthous; Eleni Politi; Dimitris Ntalaperas; Xanthi S. Papageorgiou; Fransisco Garcia; et al. (Mach. Learn. Knowl. Extr., 2025)