Patricia Fernandes

According to our database, Patricia Fernandes authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

Robust fine-grained echocardiographic view classification with supervised contrastive learning.

Preshen Naidoo, Patricia Fernandes, Nasim Dadashi Serej, Catherine C. Stowell, Charlotte H. Manisty, Darrel P. Francis, Massoud Zolgharni

Medical Image Anal., 2026

2025

Consensus-guided evaluation of self-supervised learning in echocardiographic segmentation.

Preshen Naidoo, Patricia Fernandes, Nasim Dadashi Serej, Charlotte H. Manisty, Matthew J. Shun-Shin, Darrel P. Francis, Massoud Zolgharni

Comput. Biol. Medicine, 2025

Spatiotemporal Contrastive Learning for Echocardiography View Classification.

Preshen Naidoo, Patricia Fernandes, Isreal Ufumaka, Nasim Dadashi Serej, James P. Howard, Darrel P. Francis, Charlotte Manisty, Massoud Zolgharni

Proceedings of the Artificial Intelligence in Healthcare - Second International Conference, 2025

Deep Learning for Assessing Rotational Misalignment in Echocardiographic Imaging.

Patricia Fernandes, Preshen Naidoo, Isreal Ufumaka, Sara Adibzadeh, Eman Alajrami, Jevgeni Jevsikov, Nasim Dadashi Serej, James P. Howard, Matthew J. Shun-Shin, Charlotte Manisty, Darrel P. Francis, Massoud Zolgharni

Proceedings of the Artificial Intelligence in Healthcare - Second International Conference, 2025

A Clinician-Centred Interface for AI-Powered Echocardiographic Image Quality Feedback.

Sara Adibzadeh, Patricia Fernandes, Mayur Agrawal, Nasim Dadashi Serej, Ali Gheitasy, Massoud Zolgharni

Proceedings of the Artificial Intelligence in Healthcare - Second International Conference, 2025

2024

Active learning for left ventricle segmentation in echocardiography.

Eman Alajrami, Tiffany Ng, Jevgeni Jevsikov, Preshen Naidoo, Patricia Fernandes, Neda Azarmehr, Fateme Dinmohammadi, Matthew J. Shun-Shin, Nasim Dadashi Serej, Darrel P. Francis, Massoud Zolgharni

Comput. Methods Programs Biomed., 2024

Automated mitral inflow Doppler peak velocity measurement using deep learning.

Jevgeni Jevsikov, Tiffany Ng, Elisabeth S. Lane, Eman Alajrami, Preshen Naidoo, Patricia Fernandes, Joban S. Sehmi, Maysaa Alzetani, Camelia D. Demetrescu, Neda Azarmehr, Nasim Dadashi Serej, Catherine C. Stowell, Matthew J. Shun-Shin, Darrel P. Francis, Massoud Zolgharni

Comput. Biol. Medicine, 2024