Aug 2026
Structure-Aware Deep Learning for Pediatric Echocardiographic Standard-View Classification in Ultrasonic Imaging.
Accurate standard-view classification is essential for pediatric echocardiographic image analysis and downstream automated interpretation. This task remains challenging because discriminative view information is often encoded in subtle chamber configurations, outflow-tract morphology, and weak anatomical boundaries, wh...
Yanfeng Liu, Haibin Sun, Hai-Song Huang et al.
· Ultrasonic imaging (Print) · 0 citations