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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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Asıl Yazarlar: 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
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BMC 2024-12-01
Seri Bilgileri:BMC Medical Informatics and Decision Making
Konular:
Machine learning
Linear growth faltering
Pediatric
Diarrhea
Prediction
Online Erişim:https://doi.org/10.1186/s12911-024-02779-7
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