Mehretu L. Belayneh

Hawassa, SN, Ethiopia

Last Updated: 09/26/2026

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Found 20 publications

Predicting antenatal care dropout using machine learning and describing maternal and neonatal outcomes by dropout status in Sidama Region, Ethiopia: a retrospective cohort study.

Predicting antenatal care dropout using machine learning and describing maternal and neonatal outcomes by dropout status in Sidama Region, Ethiopia: a retrospective cohort study.

Journal: BMJ open

Published: July 10, 2026

Predicting health facility deliveries using explainable machine learning in Sidama Region, Ethiopia: A prospective cohort study.

Predicting health facility deliveries using explainable machine learning in Sidama Region, Ethiopia: A prospective cohort study.

Journal: Women's health (London, England)

Published: April 18, 2026

Explainable machine learning algorithms for predicting maternal obstetric complications in Ethiopia: Evidence from a retrospective cohort in southern Ethiopia.

Explainable machine learning algorithms for predicting maternal obstetric complications in Ethiopia: Evidence from a retrospective cohort in southern Ethiopia.

Journal: Health informatics journal

Published: February 26, 2026

Human Papillomavirus vaccination uptake and its determinants among female secondary school students in Hawassa City, Southern Ethiopia: institution-based cross-sectional study.

Human Papillomavirus vaccination uptake and its determinants among female secondary school students in Hawassa City, Southern Ethiopia: institution-based cross-sectional study.

Journal: Scientific reports

Published: November 12, 2025

Adherence, safety, bioavailability, and acceptability of amaranth grain flatbread during pregnancy: evidence from a cluster randomized trial in Sidama region, Ethiopia.

Adherence, safety, bioavailability, and acceptability of amaranth grain flatbread during pregnancy: evidence from a cluster randomized trial in Sidama region, Ethiopia.

Journal: BMC nutrition

Published: October 22, 2025

Addressing abortion through individual and community-level determinants: Evidence from Southern Ethiopia.

Addressing abortion through individual and community-level determinants: Evidence from Southern Ethiopia.

Journal: PloS one

Published: October 16, 2025

Machine learning/AI for early neonatal complication detection in rural Ethiopia: A retrospective cohort study in the Sidama region.

Machine learning/AI for early neonatal complication detection in rural Ethiopia: A retrospective cohort study in the Sidama region.

Journal: Digital health

Published: September 30, 2025

Correction: Individual and community-level determinants of knowledge of obstetric danger signs among women in Southern Ethiopia: A multi-level mixed effect negative binomial analysis.

Correction: Individual and community-level determinants of knowledge of obstetric danger signs among women in Southern Ethiopia: A multi-level mixed effect negative binomial analysis.

Journal: PloS one

Published: April 01, 2025

What we know and don't know about the antenatal care service utilization in Ethiopia: A scoping review of the literature.

What we know and don't know about the antenatal care service utilization in Ethiopia: A scoping review of the literature.

Journal: PloS one

Published: December 14, 2024

Methodological quality and reporting characteristics of anthropometric measurements in studies assessing the nutritional status of children in Ethiopia: A scoping review.

Methodological quality and reporting characteristics of anthropometric measurements in studies assessing the nutritional status of children in Ethiopia: A scoping review.

Journal: PloS one

Published: November 25, 2024

Individual and community-level determinants of knowledge of obstetric danger signs among women in Southern Ethiopia: A multi-level mixed effect negative binomial analysis.

Individual and community-level determinants of knowledge of obstetric danger signs among women in Southern Ethiopia: A multi-level mixed effect negative binomial analysis.

Journal: PloS one

Published: September 18, 2024

Individual, household, and community-level determinants of undernutrition among pregnant women in the northern zone of the Sidama region, Ethiopia: A multi-level modified Poisson regression analysis.

Individual, household, and community-level determinants of undernutrition among pregnant women in the northern zone of the Sidama region, Ethiopia: A multi-level modified Poisson regression analysis.

Journal: PloS one

Published: August 27, 2024

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Last Updated: 09/26/2026