Open access
Aug 2026
Dual-flow convolutional neural network for automatic measurement of left ventricular ejection fraction and global longitudinal strain in echocardiography
Echo-DFCNN achieves simultaneous and precise assessment of LVEF and GLS in the study cohorts, demonstrating its potential for robust performance across a wide range of cardiac functions, different image qualities, and machine types.
Zisang Zhang, Ye Zhu, Shujun Chen et al.
· PLOS Digital Health · 0 citations