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An interpretable ensemble learning framework for COPD classification using population-based clinical and laboratory data from NHANES

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Introduction: Chronic obstructive pulmonary disease (COPD) represents the third leading cause of death globally, affecting 213.39 million people, yet approximately 70% of cases remain undiagnosed due to insufficient spirometry ut... ...