Prediction of undernutrition and identification of its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms.
<h4>Background and objectives</h4>Child undernutrition is a leading global health concern, especially in low and middle-income developing countries, including Bangladesh. Thus, the objectives of this study are to develop an appropriate model for predicting the risk of undernutrition and...
Saved in:
| Main Authors: | Md Merajul Islam, Nobab Md Shoukot Jahan Kibria, Sujit Kumar, Dulal Chandra Roy, Md Rezaul Karim |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2024-01-01
|
| Series: | PLoS ONE |
| Online Access: | https://doi.org/10.1371/journal.pone.0315393 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Child undernutrition is associated with maternal mental health and other sociodemographic factors in low-income settings in Dhaka, Bangladesh.
by: Kazi Muhammad Rezaul Karim, et al.
Published: (2025-01-01) -
Child undernutrition and its association with household environmental conditions in Bangladesh
by: Md Mostaured Ali Khan, et al.
Published: (2025-01-01) -
Identifying Individual and Household Level Predictors of Undernutrition Among 6–59 Months Children in Bangladesh: A Multivariate Approach
by: Oumma Halima, et al.
Published: (2024-12-01) -
In response to letter to the editor: the nexus of child undernutrition and household environmental conditions in Bangladesh: implications for public health and societal productivity
by: Md Mostaured Ali Khan, et al.
Published: (2025-01-01) -
Identifying determinants of malnutrition in under-five children in Bangladesh: insights from the BDHS-2022 cross-sectional study
by: Tanzila Tamanna, et al.
Published: (2025-04-01)