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PCOR-net: A prototype-enhanced contrastive ordinal regression network for pneumoconiosis staging

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BackgroundPneumoconiosis is one of the most severe occupational diseases, and accurate staging is essential for treatment planning and disease management. However, the visual features on chest X-rays are often subtle and exhibit gradual transitions between sta... ...