A machine learning-based predictive model for multilobar pulmonary consolidation induced by macrolide-resistant Mycoplasma pneumoniae pneumonia caused by the 23S rRNA A2063G mutation.

Abstract excerpt

This study aims to develop a machine learning (ML)-based predictive model for assessing the risk of multilobar pulmonary consolidation in children with macrolide-resistant Mycoplasma pneumoniae pneumonia (MRMP) caused by the 23S rRNA A2063G mutation, a subgroup underrepresented in prior studies. A total of 404 MRMP cases diagnosed between October 2024 and February 2025 were included in this study. Key clinical...

Topics

• Humans
• Mycoplasma pneumoniae
• Pneumonia, Mycoplasma
• Machine Learning
• RNA, Ribosomal, 23S
• Male