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README.md

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-title: Chest x-ray HybridGNet Segmentation
+title: CheXmask-U demo
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-Demo of the HybridGNet model with 2 image-to-graph skip connections from: arxiv.org/abs/2203.10977
-Original HybridGNet model: arxiv.org/abs/2106.09832
-The training procedure was taken from: arxiv.org/abs/2211.07395
+## 📄 Paper
+
+This Space accompanies the paper:
+
+**CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray images**  
+Matias Cosarinsky, Nicolas Gaggion, Rodrigo Echeveste, Enzo Ferrante
+Published Dec 2025  
+https://arxiv.org/abs/2512.10715