Data-driven machine learning algorithm model for pneumonia prediction and determinant factor stratification among children aged 6–23 months in Ethiopia

Data-driven machine learning algorithm model for pneumonia prediction and determinant factor stratification among children aged 6–23 months in Ethiopia

Abstract Introduction Pneumonia is the leading cause of child morbidity and mortality and accounts for 5.6 million under-five child deaths. Pneumonia has a significant impact on the quality of life, the country's economy, and the survival of children. Therefore, this study aimed to develop data...

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Main Authors: Addisalem Workie Demsash, Rediet Abebe, Wubishet Gezimu, Gemeda Wakgari Kitil, Michael Amera Tizazu, Abera Lambebo, Firomsa Bekele, Solomon Seyife Alemu, Mohammedamin Hajure Jarso, Geleta Nenko Dube, Lema Fikadu Wedajo, Sanju Purohit, Mulugeta Hayelom Kalayou
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Infectious Diseases
Subjects:
Data-driven
Prediction Model
Pneumonia
Children
Machine learning
Online Access:https://doi.org/10.1186/s12879-025-10916-4
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https://doi.org/10.1186/s12879-025-10916-4

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