Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images. - Georgia D. Liapi; Efthyvoulos Kyriacou; Christos P. Loizou; Andreas S. Panayides; Constantinos S. Pattichis; Andrew Nicolaides (AIAI (Workshops), 2022)

Stroke Risk Stratification Using Transfer Learning on Carotid Ultrasound Images. - Georgia D. Liapi; Christos Markides; Christos P. Loizou; Maura Griffin; Andrew Nicolaides; Efthyvoulos Kyriacou (CAIP (2), 2023)

Automated segmentation and classification of the atherosclerotic carotid plaque in ultrasound videos. - Georgia D. Liapi; Michalis Gemenaris; Christos P. Loizou; Efthyvoulos Kyriacou; Kyriacos P. Constatninou; Andrew Nicolaides (DSP, 2023)

Carotid Plaque Motion Analysis in Ultrasound Videos to Discover Rupture-Prone Plaque Areas. - Georgia D. Liapi; Christos P. Loizou; Andrew Nicolaides; Maura Griffin; Dimitrios Kardoulas; Constantinos S. Pattichis; Efthyvoulos Kyriacou (ISBI, 2024)

Assessing the impact of ultrasound image standardization in deep learning-based segmentation of carotid plaque types. - Georgia D. Liapi; Christos P. Loizou; Constantinos S. Pattichis; Marios S. Pattichis; Andrew Nicolaides; Maura Griffin; Efthyvoulos Kyriacou (Comput. Methods Programs Biomed., 2024)

Automated Prostate Segmentation in Ultrasound Images Based on Different Pre-processing Schemes. - Jiale Hou; Haohan Yu; Christos P. Loizou; Xiwei Huang; Georgia D. Liapi; Yiannis Roussakis (AIAI (4), 2025)

AtheroRisk: An Integrated Computer Software System for Stroke Risk Stratification Utilizing Carotid Plaque Analysis in Ultrasound Videos. - Michalis Gemenaris; Georgia D. Liapi; Christos Markides; Kyriacos P. Constantinou; Christos P. Loizou; Michalis Neophytou; Dimitrios Kardoulas; Marios S. Pattichis; Maura Griffin; Andrew Nicolaides; Constantinos S. Pattichis; Efthyvoulos Kyriacou (SN Comput. Sci., 2025)