Predictive modelling of linear growth faltering among pediatric patients with Diarrhea in Rural Western Kenya: an explainable machine learning approach

Abstract Introduction Stunting affects one-fifth of children globally with diarrhea accounting for an estimated 13.5% of stunting. Identifying risk factors for its precursor, linear growth faltering (LGF), is critical to designing interventions. Moreover, developing new predictive models for LGF usi...

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Principais autores:	Billy Ogwel, Vincent H. Mzazi, Alex O. Awuor, Caleb Okonji, Raphael O. Anyango, Caren Oreso, John B. Ochieng, Stephen Munga, Dilruba Nasrin, Kirkby D. Tickell, Patricia B. Pavlinac, Karen L. Kotloff, Richard Omore
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2024-12-01
Colecção:	BMC Medical Informatics and Decision Making
Assuntos:	Machine learning Linear growth faltering Pediatric Diarrhea Prediction
Acesso em linha:	https://doi.org/10.1186/s12911-024-02779-7
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