#u-net News & Analysis

2 articles tagged with #u-net. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

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.

AIBullisharXiv – CS AI · Feb 276/104

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HARU-Net: Hybrid Attention Residual U-Net for Edge-Preserving Denoising in Cone-Beam Computed Tomography

Researchers developed HARU-Net, a novel AI architecture for denoising cone-beam computed tomography (CBCT) medical images that outperforms existing state-of-the-art methods while using less computational resources. The system addresses critical noise issues in low-dose dental and maxillofacial imaging by combining hybrid attention mechanisms with residual U-Net architecture.