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10:13
YouTube
ᴀʜᴀɴᴀꜰ ᴀʙʀᴀʀ
Ejection Fraction Estimation from 2D Echocardiography via LV Segmentation | CAMUS Benchmark Study
This presentation showcases our research on automated Left Ventricular Ejection Fraction (LVEF) estimation from 2D echocardiography using the CAMUS dataset. We systematically benchmark four popular segmentation backbones — U-Net, ResU-Net, PLVSNet, and MAEFNet — and evaluate how segmentation accuracy impacts downstream EF estimation. Our ...
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