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Author

Parv Venkitasubramaniam

1 paper indexed here

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Open access Jul 2026

Forecasting Regional COPD Outpatient Visits Using Environmental and Meteorological Data in Pennsylvania

Chronic obstructive pulmonary disease (COPD) remains a major cause of respiratory morbidity and healthcare utilization, creating challenges for healthcare planning, resource allocation, and early intervention. This study aimed to develop a forecasting framework for quarterly age- adjusted COPD outpatient visit rates ac...

Basema Jarrar, Parv Venkitasubramaniam, Hyunok Choi · 0 citations

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