Alaa El-Hussuna

According to our database, Alaa El-Hussuna authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Augmenting small tabular health data for training prognostic ensemble machine learning models using generative models.

Dan Liu, Samer El Kababji, Nicholas Mitsakakis, Lisa Pilgram, Thomas Walters, Mark Clemons, Gregory R. Pond, Alaa El-Hussuna, Khaled El Emam

BMC Medical Informatics Decis. Mak., December, 2025

Synthetic Data Generation for Augmenting Small Samples.

Dan Liu, Samer El Kababji, Nicholas Mitsakakis, Lisa Pilgram, Thomas Walters, Mark Clemons, Greg Pond, Alaa El-Hussuna, Khaled El Emam

CoRR, January, 2025

Automated Performance Metrics for Objective Surgical Skill Assessment in Laparoscopic Training.

Asaf Arad, Julia Leyva I. Torres, Kristian Nyborg Jespersen, Nicolaj Boelt Pedersen, Pablo Rey Valiente, Alaa El-Hussuna, Andreas Møgelmose

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

2024

An evaluation of synthetic data augmentation for mitigating covariate bias in health data.

Lamin Juwara, Alaa El-Hussuna, Khaled El Emam

Patterns, 2024

The Association between Problematic Instagram Use, Psychological Distress, and Well-Being: A Systematic Review and Meta-Analysis.

Ali Sepas, Ali Haider Bangash, René Ernst Nielsen, Wah Yang, Alaa El-Hussuna

Cyberpsychology Behav. Soc. Netw., 2024

2022

Algorithms to anonymize structured medical and healthcare data: A systematic review.

Ali Sepas, Ali Haider Bangash, Omar Alraoui, Khaled El Emam, Alaa El-Hussuna

Frontiers Bioinform., 2022