Bridging Clinical Prediction and Workplace Exposure: A Data-Driven Risk Stratification and Prediction Model for Occupational Respiratory Diseases.
Abstract Occupational respiratory disease (ORD) surveillance remains largely reactive, with diagnosis often occurring only after clinically significant symptoms develop. Existing risk stratification tools are primarily clinically derived and rarely incorporate occupational exposure variables such as exposure intensity,...