Code for childhood stunting risk prediction in Peru (ENDES 2007–2025)

Code for the article "Machine Learning Model for Predicting the Risk of Childhood Stunting in Peru": download and preparation of the ENDES 2007–2025 microdata, model training and evaluation, and the Streamlit web application (https://stunting-risk-peru.streamlit.app). The tool supports prioritizatio...

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Guardado en:
Autores principales: Abel Is-Boset Guevara-Huasco, Zulin Pamela Vallejos-Cotrina, Verónica Lisseth Vergara-Rojas, Ferdinand Pineda, Nemías Saboya
Formato: Software
Lenguaje:español
Publicado: 2026
Materias:
child stunting
machine learning
Peru
child nutrition
risk prioritization
web application
microdata
Public Health and Nutrition
Artificial Intelligence in Healthcare
Child Nutrition and Water Access
Acceso en línea:Enlace permanente (DOI o Handle)

Registro tomado de OpenAlex, que lo atribuye a la UPeU. Aún no está en el CRIS de la universidad.

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Sumario:Code for the article "Machine Learning Model for Predicting the Risk of Childhood Stunting in Peru": download and preparation of the ENDES 2007–2025 microdata, model training and evaluation, and the Streamlit web application (https://stunting-risk-peru.streamlit.app). The tool supports prioritization, not diagnosis.

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