Mark C. Walker

Ottawa Hospital Research Institute, University of Ottawa, The Ottawa Hospital

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Computer Vision (1)Eval Frameworks & Benchmarks (1)Scientific Discovery & Drug Design (1)

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Youssef Megahed (1)Salma I. Megahed (1)Robin Ducharme (1)Inok Lee (1)Adrian D. C. Chan (1)Steven Hawken (1)

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Feb 17, 2026

Feb 17, 2026·also Ottawa Hospital Research Institute, The Ottawa Hospital, University of Ottawa

Benchmarking Self-Supervised Models for Cardiac Ultrasound View Classification

USF-MAE achieves near-perfect (99.99% AUC) accuracy in classifying cardiac ultrasound views, surpassing MoCo v3, hinting at the potential of specialized self-supervised architectures for medical imaging.

Youssef Megahed, Salma I. Megahed, Robin Ducharme +4

Computer Vision Eval Frameworks & Benchmarks Scientific Discovery & Drug Design

Mark C. Walker

Research focus

Frequent co-authors

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Mark C. Walker

Research focus

Frequent co-authors

Papers (1)