Shimels Derso Kebede

10PUBLICATIONS
6CO-AUTHORS
Environmental epidemiologyMajor global burdens of diseaseFoetal development and medicinePsychosocial aspects of childbirth and perinatal mental healthSocio-economic development
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Publications (10)

|Apr 23, 2026
Application of Geographically Weighted Regression Analysis to Assess Predictors of Early Sexual Initiation in Ethiopia, EDHS 2016.

|Aug 25, 2025
Forecasting Neonatal Mortality in Ethiopia to Assess Progress Toward National and International Reduction Targets Using Classical Techniques and Deep Learning: Time-Series Forecasting Study.

Shimels Derso Kebede

|Jun 25, 2025
Explainable machine learning algorithms to identify predictors of intention to use family planning among women of reproductive-age in Ethiopia: Evidence from the Performance Monitoring and Accountability (PMA) 2021 survey data set.

Jibril Bashir Adem, Tewodros Desalegn Nebi, Agmasie Damtew Walle

|Jun 20, 2025
Leveraging machine learning to identify determinants of zero utilization of maternal continuum of care in Ethiopia: Insights from SHAP analysis and the 2019 mini DHS.

Shimels Derso Kebede, Agmasie Damtew Walle, Daniel Niguse Mamo

|Oct 25, 2024
Explainable machine learning for modeling predictors of unintended pregnancy among married/in-union women in sub-Saharan Africa, a multi-country analysis of MICS 6 survey.

Shimels Derso Kebede, Kaleab M Abera, Eyob Tilahun Abeje

|Oct 14, 2024
Spatial variations and predictors of overweight/obesity among under-five children in Ethiopia: A geographically weighted regression analysis of the 2019 Ethiopian Mini Demographic and Health Survey.

Agmasie Damtew Walle, Shimels Derso Kebede, Jibril Bashir Adem

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Frequent Collaborators

3 joint publications

Jibril Bashir Adem

3 joint publications

Agmasie Damtew Walle

1 joint publications

Mequannent Sharew Melaku

1 joint publications

Zinabu Bekele Tadese