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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…
q-bio.QM2026
Automated Measurement of Geniohyoid Muscle Thickness During Speech Using Deep Learning and Ultrasound
Alisher Myrgyyassov, Bruce Xiao Wang, Yu Sun +4
Manual measurement of muscle morphology from ultrasound during speech is time-consuming and limits large-scale studies. We present SMMA, a fully automated framework that combines d…