Predictors of mortality among neonates in Lusaka, Zambia: a comparative analysis of machine learning and traditional survival analysis techniques

IntroductionNeonatal mortality remains a critical global health issue, with 2.3 million deaths in 2022. Sub-Saharan Africa bears 57% of under five deaths despite only 30% of global births, with Zambia ranking fourth highest in terms of neonatal mortality among neighboring countries. While traditiona...

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Autori principali:	Tshepiso Mokoena, Moses Mukosha, Moleen Zunza, Innocent Maposa
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Frontiers Media S.A. 2025-11-01
Serie:	Frontiers in Artificial Intelligence
Soggetti:	survival analysis Weibull machine learning elastic net regression neonatal mortality predictive modeling
Accesso online:	https://www.frontiersin.org/articles/10.3389/frai.2025.1606245/full
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