Shimels D Kebede
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    • A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East Africa
    • Incidence and predictors of respiratory tract infections among birth cohorts in Ethiopia, 2023
    • Residence-based disparities of composite index of anthropometric failures in East African under five children; multivariate decomposition analysis
    • Residence-based disparities of composite index of anthropometric failures in East African under five children; multivariate decomposition analysis
    • Trends of wealth-related inequality in stunting and its contributing factors among under-five children in Ethiopia: Decomposing the concentration index using Ethiopian Demographic Health Surveys 2011--2019
    • Analyzing socioeconomic and regional inequalities in minimum dietary diversity consumption among children aged 6–23 months in Ethiopia: A decomposed concentration index approach
    • 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
    • Long-acting family planning uptake and associated factors among reproductive age group women in East Africa: multilevel analysis
    • Machine learning algorithm to predict home delivery after antenatal care visit among reproductive age women in East Africa
    • Performance evaluation and comparative analysis of different machine learning algorithms in predicting postnatal care utilization: Evidence from the ethiopian demographic and health survey 2016
    • Educational inequalities and decomposition of the urban-rural disparities in maternal health care utilization in Ethiopia: further analysis of 2019 intermediate Ethiopian demography and health survey
    • Spatial distribution and urban-rural disparity of unmet need for family planning among married/in-union women in Ethiopia: A spatial and decomposition analysis
    • Time to antenatal care booking and its predictors among pregnant women in East Africa: a Weibull gamma shared frailty modeling using recent demographic and health survey
    • A systematic review and meta-analysis on the recovery time of obstetric fistula in Ethiopia, 2023
    • Adherence to IMCI guidelines for key symptoms in Ethiopian children: A 2021--2022 national service provision survey
    • Effect of community based health insurance on healthcare services utilization in Ethiopia: a systematic review and meta-analysis
    • 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
    • Rural-Urban Disparities in Basic Sanitation Access Among Households: A multivariable decomposition analysis of Ethiopian demographic and health survey 2019
    • Digital health literacy and associated factors among health professionals during the outbreak of corona virus pandemic in Ethiopia: A systematic review and meta-analysis
    • Geospatial patterns, and individual and community levels factors of cesarean section deliveries in Ethiopia: A spatial and multilevel analysis
    • Interpretable prediction of acute respiratory infection disease among under-five children in Ethiopia using ensemble machine learning and Shapley additive explanations (SHAP)
    • Machine learning algorithm to predict delayed breastfeeding initiation among mothers having children less than 2 months of age in East Africa: Evidence from recent DHS dataset
    • Proportional Hazards Model on Attrition and its Predictors in Community Antiretroviral Refill Groups among ART Users in Eastern Ethiopia
    • Spatial distribution and determinants of Early sexual initiation in Ethiopia
    • Urban-rural disparities in minimum acceptable diet intake among 6-23 months in Ethiopia: A multivariable Decomposition analysis of Ethiopian demographic and health survey 2019
    • Exposure to indoor air pollution and adverse pregnancy outcomes in low and middle-income countries: a systematic review and meta-analysis
    • The association between children’s exposure to pesticides and asthma, wheezing, and lower respiratory tract infections. A systematic review and meta-analysis
    • The burden of health expenditure on household impoverishment in Ethiopia: a systematic review and meta-analysis
    • 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
    • Machine learning to predict unintended pregnancy among reproductive-age women in Ethiopia: evidence from EDHS 2016
    • Patient knowledge of surgical informed consent and shared decision-making process among surgical patients in Ethiopia: a systematic review and meta-analysis
    • Spatial variation and associated factors of home delivery among reproductive age group women in Ethiopia, Evidence from Performance Monitoring for Action Ethiopia Survey (PMAS) 2019, spatial and multilevel logistic regression analysis
    • Evidence‐Based Practice and Its Associated Factors among Health Professionals Working at Public Hospitals in Southwest Ethiopia
    • Magnitude of sugar-sweetened beverage consumption and associated factors among women aged 15--49 years old in two Sub-Saharan African countries
    • 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
    • Exploring facilitators and barriers of the sustainable acceptance of E-health system solutions in Ethiopia: a systematic review
    • Awareness and readiness of mental healthcare providers to implement telemental health services and associated factors at public referral hospitals in Addis Ababa City, Ethiopia
    • Knowledge and attitude toward evidence-based medicine and associated factors among health science students in Mettu University southwest Ethiopia: A cross-sectional study
    • Predicting healthcare professionals’ acceptance towards electronic personal health record systems in a resource-limited setting: using modified technology acceptance model
    • Prediction of contraceptive discontinuation among reproductive-age women in Ethiopia using Ethiopian Demographic and Health Survey 2016 Dataset: A Machine Learning Approach
    • Readiness to use electronic medical record systems and its associated factors among health care professionals in Ethiopia: A systematic review and meta-analysis
    • Geographical variation and predictors of zero utilization for a standard maternal continuum of care among women in Ethiopia: a spatial and geographically weighted regression analysis
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A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East Africa

Apr 1, 2025·
Meron Asmamaw Alemayehu
,
Shimels Derso Kebede
,
Agmasie Damtew Walle
,
Daniel Niguse Mamo
,
Ermias Bekele Enyew
,
Jibril Bashir Adem
· 0 min read
Cite DOI URL
Type
Journal article
Publication
Frontiers in Big Data
Last updated on Apr 1, 2025
Incidence and predictors of respiratory tract infections among birth cohorts in Ethiopia, 2023 Feb 1, 2025 →

© 2025 Shimels Derso Kebede. This work is licensed under CC BY NC ND 4.0

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