Youssef Megahed

According to our database, Youssef Megahed authored at least 10 papers between 2024 and 2026.

Collaborative distances:

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

2026

Benchmarking Self-Supervised Models for Cardiac Ultrasound View Classification.

Youssef Megahed, Salma I. Megahed, Robin Ducharme, Inok Lee, Adrian D. C. Chan, Mark C. Walker, Steven Hawken

CoRR, February, 2026

USF-MAE: Ultrasound self-supervised foundation model with masked autoencoding.

Youssef Megahed, Robin Ducharme, Aylin Erman, Mark C. Walker, Steven Hawken, Adrian D. C. Chan

Biomed. Signal Process. Control., 2026

2025

Automated Classification of First-Trimester Fetal Heart Views Using Ultrasound-Specific Self-Supervised Learning.

Youssef Megahed, Aylin Erman, Robin Ducharme, Mark C. Walker, Steven Hawken, Adrian D. C. Chan

CoRR, December, 2025

Improved cystic hygroma detection from prenatal imaging using ultrasound-specific self-supervised representation learning.

Youssef Megahed, Robin Ducharme, Inok Lee, Inbal Willner, Olivier X. Miguel, Kevin Dick, Adrian D. C. Chan, Mark C. Walker, Steven Hawken

CoRR, December, 2025

Self-Supervised Ultrasound Representation Learning for Renal Anomaly Prediction in Prenatal Imaging.

Youssef Megahed, Inok Lee, Robin Ducharme, Kevin Dick, Adrian D. C. Chan, Steven Hawken, Mark C. Walker

CoRR, December, 2025

Automated Histopathologic Assessment of Hirschsprung Disease Using a Multi-Stage Vision Transformer Framework.

Youssef Megahed, Saleh Abou-Alwan, Anthony Fuller, Dina El Demellawy, Steven Hawken, Adrian D. C. Chan

CoRR, November, 2025

Deep Learning Analysis of Prenatal Ultrasound for Identification of Ventriculomegaly.

Youssef Megahed, Inok Lee, Robin Ducharme, Aylin Erman, Olivier X. Miguel, Kevin Dick, Adrian D. C. Chan, Steven Hawken, Mark C. Walker, Felipe Moretti

CoRR, November, 2025

USF-MAE: Ultrasound Self-Supervised Foundation Model with Masked Autoencoding.

Youssef Megahed, Robin Ducharme, Mark C. Walker, Steven Hawken, Adrian D. C. Chan

CoRR, October, 2025

Knowledge-Driven Vision-Language Model for Plexus Detection in Hirschsprung's Disease.

Youssef Megahed, Atallah Madi, Dina El Demellawy, Adrian D. C. Chan

Proceedings of the 2025 9th International Conference on Advances in Artificial Intelligence, 2025

2024

Segmentation of Muscularis Propria in Colon Histopathology Images Using Vision Transformers for Hirschsprung's Disease.

Youssef Megahed, Anthony Fuller, Saleh Abou-Alwan, Dina El Demellawy, Adrian D. C. Chan

CoRR, 2024