SHAP based feature selection for machine learning prediction of mycoplasma pneumoniae pneumonia with atelectasis in children

Abstract Background Mycoplasma pneumoniae pneumonia (MPP) with atelectasis in children is the most reported complication of MPP in children. It is associated with serious respiratory issues, pulmonary tissue damage and fibrosis, and systemic complications. Present diagnostic methods, which are mainl...

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Κύριοι συγγραφείς:	Mian Wang, Tengfei Wang, Linli Zhang, Mengsi Li
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	BMC 2026-03-01
Σειρά:	BMC Pediatrics
Θέματα:	Mycoplasma pneumoniae pneumonia atelectasis SHAP Machine learning Prediction model
Διαθέσιμο Online:	https://doi.org/10.1186/s12887-026-06647-3
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