Andria Nicolaou

According to our database, Andria Nicolaou authored at least 5 papers between 2021 and 2023.

Collaborative distances:

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

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

Proceedings of the 24th International Conference on Digital Signal Processing, 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

Proceedings of the Computer Analysis of Images and Patterns, 2023

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

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

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

Proceedings of the Computer Analysis of Images and Patterns, 2021

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

Proceedings of the Computer Analysis of Images and Patterns, 2021