Predicting Risky Behavior Among Pregnant Women in Eastern African countries using Pooled Demographic and Health Survey (DHS) Data: An Explainable Machine Learning Approach

Halid Worku Jemil, Sonia Worku Semayneh, Altaseb Beyene Kassaw, Anmut Endalkachew Bezie

Open source

DOI
10.1186/s12884-026-09725-7
Published
2026-08-10
Container
BMC Pregnancy and Childbirth
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s12884-026-09725-7,
  title = {Predicting Risky Behavior Among Pregnant Women in Eastern African countries using Pooled Demographic and Health Survey (DHS) Data: An Explainable Machine Learning Approach},
  author = {Halid Worku Jemil and Sonia Worku Semayneh and Altaseb Beyene Kassaw and Anmut Endalkachew Bezie},
  year = {2026},
  journal = {BMC Pregnancy and Childbirth},
  doi = {10.1186/s12884-026-09725-7},
  url = {https://doi.org/10.1186/s12884-026-09725-7}
}

RIS

TY  - JOUR
TI  - Predicting Risky Behavior Among Pregnant Women in Eastern African countries using Pooled Demographic and Health Survey (DHS) Data: An Explainable Machine Learning Approach
AU  - Halid Worku Jemil
AU  - Sonia Worku Semayneh
AU  - Altaseb Beyene Kassaw
AU  - Anmut Endalkachew Bezie
PY  - 2026
JO  - BMC Pregnancy and Childbirth
DO  - 10.1186/s12884-026-09725-7
UR  - https://doi.org/10.1186/s12884-026-09725-7
ER  - 

APA

Jemil, H. W., Semayneh, S. W., Kassaw, A. B., & Bezie, A. E. (2026). Predicting Risky Behavior Among Pregnant Women in Eastern African countries using Pooled Demographic and Health Survey (DHS) Data: An Explainable Machine Learning Approach. BMC Pregnancy and Childbirth. https://doi.org/10.1186/s12884-026-09725-7

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