Georgia D. Liapi

According to our database, Georgia D. Liapi authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

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

Proceedings of the 24th International Conference on Digital Signal Processing, 2023

Stroke Risk Stratification Using Transfer Learning on Carotid Ultrasound Images.

Georgia D. Liapi, Christos Markides, Christos P. Loizou, Maura Griffin, Andrew Nicolaides, Efthyvoulos Kyriacou

Proceedings of the Computer Analysis of Images and Patterns, 2023

2022

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

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022