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Diffusion-synthesized Chest X-rays improve fairness and diagnostic performance

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Deep learning models have been widely applied to chest X-ray (CXR) disease classification and diagnosis; however, challenges such as data scarcity and shortcut learning often lead to biased model behavior. This study addresses fairness-related concerns in conv... ...