3 papers
cs.CV2026
Dual Co-Train: Cross-Dataset Ultrasound Tongue Segmentation Under Extreme Data Scarcity
Alisher Myrgyyassov, Zhen Song, Bruce Xiao Wang +4
Ultrasound tongue contour segmentation remains challenging under cross-dataset domain shift, where limited annotations, probe variability, and acquisition noise often degrade model…
eess.IV2024
Morphological-consistent Diffusion Network for Ultrasound Coronal Image Enhancement
Yihao Zhou, Zixun Huang, Timothy Tin-Yan Lee +7
Ultrasound curve angle (UCA) measurement provides a radiation-free and reliable evaluation for scoliosis based on ultrasound imaging. However, degraded image quality, especially in…
eess.IV2024
Automatic Ultrasound Curve Angle Measurement via Affinity Clustering for Adolescent Idiopathic Scoliosis Evaluation
Yihao Zhou, Timothy Tin-Yan Lee, Kelly Ka-Lee Lai +8
The current clinical gold standard for evaluating adolescent idiopathic scoliosis (AIS) is X-ray radiography, using Cobb angle measurement. However, the frequent monitoring of the…