Aylin Erman

According to our database, Aylin Erman authored at least 3 papers between 2025 and 2026.

Collaborative distances:

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

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

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