AIBullisharXiv – CS AI · Mar 36/103
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Detection-Gated Glottal Segmentation with Zero-Shot Cross-Dataset Transfer and Clinical Feature Extraction
Researchers developed a detection-gated AI pipeline combining YOLOv8 and U-Net for accurate glottal segmentation in medical videoendoscopy. The system achieved state-of-the-art performance with zero-shot transfer capabilities across different clinical datasets, enabling real-time extraction of vocal function biomarkers at 35 frames per second.