A new 500-patient public ultrasound dataset and benchmark shows encoder-decoder networks match expert-level left ventricle volume estimation (correlation 0.95) but only moderate ejection fraction accuracy (correlation 0.80).
Fast tracking of the left ventricle using global anatomical affine optical flow and local recursive block matching,
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Deep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography
A new 500-patient public ultrasound dataset and benchmark shows encoder-decoder networks match expert-level left ventricle volume estimation (correlation 0.95) but only moderate ejection fraction accuracy (correlation 0.80).