Unraveling birth weight determinants: Integrating machine learning, spatial analysis, and district-level mapping

Unraveling birth weight determinants: Integrating machine learning, spatial analysis, and district-level mapping

Despite a decrease in the prevalence of low birth weight (LBW) over time, its ongoing significance as a public health concern in Bangladesh remains evident. Low birth weight is believed to be a contributing factor to infant mortality, prolonged health complications, and vulnerability to non-communic...

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Bibliographic Details
Main Authors: Rubaiya, Mohaimen Mansur, Md. Muhitul Alam, Md. Israt Rayhan
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Heliyon
Subjects:
Low birth weight
Bangladesh
Multiple Indicator Cluster Survey
Regression tree
Fixed effect model
Mixed effect model
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024033723

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http://www.sciencedirect.com/science/article/pii/S2405844024033723

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