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Daniel Niguse Mamo

Observed name: Daniel Mamo
ORCID: 0009-0009-3390-101X
Observed ORCID: 0009-0009-3390-101X
OpenAlex ID: A5059706460
Machine learning to predict virological failure among HIV patients on antiretroviral therapy in the University of Gondar Comprehensive and Specialized Hospital, in Amhara Region, Ethiopia, 2022
2023 · Daniel Niguse Mamo, Tesfahun Melese Yilma, et al. · BMC Medical Informatics and Decision Making · 46
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Exploring facilitators and barriers of the sustainable acceptance of e-health system solutions in Ethiopia: A systematic review
2023 · Agmasie Damtew Walle, Addisalem Workie Demsash, et al. · PLoS ONE · 34
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Machine learning modeling for identifying predictors of unmet need for family planning among married/in-union women in Ethiopia: Evidence from performance monitoring and accountability (PMA) survey 2019 dataset
2023 · Shimels Derso Kebede, Daniel Niguse Mamo, et al. · PLOS Digital Health · 22
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Machine learning to predict unintended pregnancy among reproductive-age women in Ethiopia: evidence from EDHS 2016
2024 · Daniel Niguse Mamo, Yosef Haile Gebremariam, et al. · BMC Women s Health · 11
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Evidence‐Based Practice and Its Associated Factors among Health Professionals Working at Public Hospitals in Southwest Ethiopia
2023 · Adamu Ambachew Shibabaw, Alex Ayenew Chereka, et al. · BioMed Research International · 10
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A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East Africa
2025 · Meron Asmamaw Alemayehu, Shimels Derso Kebede, et al. · Frontiers in Big Data · 9
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Spatial distribution and urban–rural disparity of unmet need for family planning among married/in-union women in Ethiopia: a spatial and decomposition analysis
2024 · Shimels Derso Kebede, Daniel Niguse Mamo, et al. · Frontiers in Reproductive Health · 7
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Systematic review of barriers and facilitators to digital health technology interventions for chronic disease management in Ethiopia: Insights for implementing digital health in developing countries
2025 · Jibril Bashir Adem, Anas Ali Alhur, et al. · Health Informatics Journal · 6
Machine-learning algorithm to predict home delivery after antenatal care visit among reproductive age women in East Africa
2025 · Agmasie Damtew Walle, Shimels Derso Kebede, et al. · Frontiers in Global Women s Health · 6
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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
2025 · Jibril Bashir Adem, Tewodros Desalegn Nebi, et al. · BMJ Public Health · 6
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Household food security status and its associated factors among pensioners in Arba Minch town, South Ethiopia
2024 · Daniel Niguse Mamo, Kassahun Misgana Worku, et al. · Frontiers in Nutrition · 6
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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
2025 · Shimels Derso Kebede, Agmasie Damtew Walle, et al. · PLOS Global Public Health · 5
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Performance evaluation and comparative analysis of different machine learning algorithms in predicting postnatal care utilization: Evidence from the ethiopian demographic and health survey 2016
2025 · Daniel Niguse Mamo, Agmasie Damtew Walle, et al. · PLOS Digital Health · 5
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Spatial variation and predictors of composite index of HIV/AIDS knowledge, attitude and behaviours among Ethiopian women: A spatial and multilevel analyses of the 2016 Demographic Health Survey
2024 · Aklilu Habte, Habtamu Mellie Bizuayehu, et al. · PLoS ONE · 4
Medicinal plants with promising antileishmanial activity in Ethiopia: A systematic review and meta-analysis
2024 · Kassahun Misgana Worku, Birhanu Genanew Asfaw, et al. · Medicine · 4
Knowledge and attitude toward evidence-based medicine and associated factors among health science students in Mettu University southwest Ethiopia: A cross-sectional study
2023 · Adamu Ambachew Shibabaw, Agmasie Damtew Walle, et al. · Informatics in Medicine Unlocked · 4
Predicting determinants of modern contraceptive use among reproductive-age women in Ethiopia using machine learning algorithm: Evidence from the Performance Monitoring and Accountability (PMA) Survey 2019 dataset
2025 · Jibril Bashir Adem, Anas Ali Alhur, et al. · F1000Research · 2
Incidence of mortality and its predictors among low birth weight neonates in Ethiopia: Systematic review and meta-analysis
2026 · Wubet Tazeb Wondie, Chalachew Adugna Wubneh, et al. · PLoS ONE · 1
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Correction: Machine learning to predict virological failure among HIV patients on antiretroviral therapy in the University of Gondar Comprehensive and Specialized Hospital, in Amhara Region, Ethiopia, 2022
2025 · Daniel Niguse Mamo, Tesfahun Melese Yilma, et al. · BMC Medical Informatics and Decision Making · 1
Machine learning algorithm to predict determinants of home delivery after ANC visit among reproductive age women in East Africa: Using SHAP
2024 · Agmasie Damtew Walle, Shimels Derso Kebede, et al. · Research Square · 1
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Modeling predictors of incomplete antenatal care utilization among reproductive-age women in Ethiopia using machine learning algorithms and SHAP interpretation
2026 · Jibril Bashir Adem, Anas Ali Alhur, et al. · PLOS Digital Health
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Utilization of Information Communication Technology and Its Associated Factors Among Healthcare Professionals: Systematic Review and Meta‐Analysis, in the Resource‐Limited Setting
2026 · Adamu Ambachew Shibabaw, Fikadu Wake Butta, et al. · BioMed Research International
Works count: 22
Citation count: 190
H-index: 7
I10-index: 5
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