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Eliyas Addisu Taye

Observed names: Eliyas Addisu Taye, Eliyas Addisu, Eliyas Adissu Taye, Taye, Eliyas Addisu
Observed institution: University of Gondar
ORCID: 0009-0005-1561-072X
Observed ORCID: 0009-0005-1561-072X
OpenAlex ID: A5116101778
Application of the random forest algorithm to predict skilled birth attendance and identify determinants among reproductive-age women in 27 Sub-Saharan African countries; machine learning analysis
2025 · Eliyas Addisu Taye, Eden Yitbarek Woubet, et al. · BMC Public Health · 25
Predicting home delivery and identifying its determinants among women aged 15–49 years in sub-Saharan African countries using a Demographic and Health Surveys 2016–2023: a machine learning algorithm
2025 · Adem Tsegaw Zegeye, Binyam Chaklu Tilahun, et al. · BMC Public Health · 15
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Cervical cancer screening uptake and its associated factor in Sub-Sharan Africa: a machine learning approach
2025 · Fetlework Gubena Arage, Zinabu Bekele Tadese, et al. · BMC Medical Informatics and Decision Making · 13
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Forecasting tuberculosis in Ethiopia using deep learning: progress toward sustainable development goal evidence from global burden of disease 1990–2021
2025 · Zinabu Bekele Tadese, Fetlework Gubena Arage, et al. · BMC Infectious Diseases · 12
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Application of machine learning algorithms to model predictors of informed contraceptive choice among reproductive age women in six high fertility rate sub Sahara Africa countries
2025 · Mequannent Sharew Melaku, Lamrot Yohannes, et al. · BMC Public Health · 10
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Random forest algorithm for predicting tobacco use and identifying determinants among pregnant women in 26 sub-Saharan African countries: a 2024 analysis
2025 · Eliyas Addisu Taye, Eden Yitbarek Woubet, et al. · BMC Public Health · 10
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Geographically weighted regression analysis of incomplete basic childhood vaccination in Sub-Saharan Africa: Evidence from DHS, 2019–2024
2025 · Tigist Kifle Tsegaw, Eyob Akalewold Alemu, et al. · PLoS ONE · 4
Forecasting under-five stunting in Ethiopia using classical and machine learning time series models
2026 · Rewina Tilahun Gessese, Jenberu Mekurianew Kelkay, et al. · PLoS ONE · 3
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Treatment satisfaction and associated factors among patients with rheumatoid arthritis in North West Ethiopia
2025 · Tigabu Eskeziya Zerihun, Abaynesh Fentahun Bekalu, et al. · Scientific Reports · 3
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Machine learning algorithms to predict khat chewing practice and its predictors among men aged 15 to 59 in Ethiopia: further analysis of the 2011 and 2016 Ethiopian Demographic and Health Survey
2025 · Mequannent Sharew Melaku, Lamrot Yohannes, et al. · Frontiers in Public Health · 3
Machine learning to examine adequate awareness and positive perception of HIV pre-exposure prophylaxis among women in sub-Saharan Africa: evidence from 2021-2024 surveys
2025 · Bewuketu Terefe, Abraham Keffale Mengistu, et al. · BMC Infectious Diseases · 2
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Geospatial inequalities and determinants of caesarean section delivery in sub-Saharan Africa: a multi-country analysis
2026 · Belayneh Jejaw Abate, Eliyas Addisu Taye, et al. · Global Health Action · 1
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Applying Machine learning to analyze the utilization of insecticide-treated nets among rural under-five children in East Africa
2026 · Fentahun Bikale Kebede, Amanuel Worku, et al. · Parasite Epidemiology and Control · 1
Deployment of a machine learning-based predictive system for childhood diarrhea in Sub-Saharan Africa
2026 · Eliyas Addisu Taye, Eyob Akalewold Alemu, et al. · Scientific Reports · 1
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Predicting delayed antenatal care initiation among pregnant women in East Africa: using machine learning algorithms
2025 · Nebebe Demis Baykemagn, Eliyas Addisu Taye, et al. · Frontiers in Global Women s Health · 1
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Full dose of Hepatitis B vaccination and its associated factors among Healthcare workers in Sub-Saharan African countries: A Systematic review and Meta-analysis
2025 · Tsegasilassie Gebremariam Abate, Eyob Akalewold Alemu, et al. · Research Square · 1
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Predicting Contraceptive Use Among Reproductive-Aged Women in Ethiopia Using Explainable Machine Learning: A SHAP and Association Rule Mining Analysis
2026 · Eliyas Addisu Taye, Bereket Agumas Kegne · Clinical Epidemiology and Global Health
Contraceptive discontinuation rate and associated factors among reproductive-age women in Ethiopia: evidence from the 2023 performance monitoring for action cross-sectional survey
2026 · Tigist Kifle Tsegaw, Meron Asmamaw Alemayehu, et al. · Contraception and Reproductive Medicine
Forecasting the incidence of leishmaniasis in Ethiopia using global burden of disease 2021 data
2026 · Jenberu Mekurianew Kelkay, Eyob Akalewold Alemu, et al. · Discover Artificial Intelligence
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Nasopharyngeal Carriage Rate, Risk Factors, and Co‐Resistance Patterns of Methicillin‐Resistant Staphylococcus aureus in Ethiopia: Systematic Review and Meta‐Analysis
2026 · Simachew Getaneh Endalamew, Sofiya Ayalew Kebede, et al. · MicrobiologyOpen
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Predicting contraceptive need and identifying associated patterns among postpartum women in Sub-Saharan Africa: A machine learning and association rule mining study
2026 · Eliyas Addisu Taye, Abel Temeche Kassaw, et al. · Clinical Epidemiology and Global Health
Explainable machine learning for predicting childhood anemia in Sub-Saharan Africa using population-based DHS Data (2016–2024)
2026 · Andualem Enyew Gedefaw, Amanuel Worku, et al. · PLOS Global Public Health
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Zonal variations in childhood stunting in Ethiopia: Bayesian geo-additive analysis
2026 · Solomon Keflie Assefa, Adem Tsegaw Zegeye, et al. · Spatial and Spatio-temporal Epidemiology
Spatial small-area estimation of under-five mortality in Ethiopia: mapping subnational inequalities to accelerate SDG achievement
2026 · Solomon Keflie Assefa, Adem Tsegaw Zegeye, et al. · International Journal of Epidemiology
Healthcare waste management practice, associated factors and barriers among waste handlers in healthcare facilities of Gondar City, Ethiopia
2026 · Rahel Simeneh Alemu, Mulat Gebrehiwot Teklu, et al. · Scientific Reports
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Works count: 36
Citation count: 105
H-index: 6
I10-index: 6
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