J.-I.-E. Guan

B-249 Leveraging Routine Laboratory Parameters for Pediatric Respiratory Infection Triage: A Two-Stage Interpretable Machine Learning Approach for Differentiating Mycoplasma pneumoniae and Influenza

Pediatric respiratory tract infections (RTIs), primarily caused by influenza and Mycoplasma pneumoniae (MP), remain a global health priority. During peak seasons, the co-circulation of multiple pathogens makes clinical differentiation based on symptoms alone difficult. While routine laboratory tests—such as compl...