Machine learning-based risk prediction model for pertussis in children: a multicenter retrospective study

Abstract Background Pertussis is a highly contagious respiratory disease. Even though vaccination has reduced the incidence, cases have resurfaced in certain regions due to immune escape and waning vaccine efficacy. Identifying high-risk patients to mitigate transmission and avert complications prom...

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Autori principali:	Juan Xie, Run-wei Ma, Yu-jing Feng, Yuan Qiao, Hong-yan Zhu, Xing-ping Tao, Wen-juan Chen, Cong-yun Liu, Tan Li, Kai Liu, Li-ming Cheng
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	BMC 2025-03-01
Serie:	BMC Infectious Diseases
Soggetti:	Public health PDW-MPV-RATIO SII Calibration curves Lasso regression Random forest
Accesso online:	https://doi.org/10.1186/s12879-025-10797-7
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