SK
Shimels Derso Kebede

Publications (25)

Modeling predictors of incomplete antenatal care utilization among reproductive-age women in Ethiopia using machine learning algorithms and SHAP interpretation
Article scientifique · 2026
Classification of knowledge of fertility period among adolescent girls in East Africa from 2012 to 2022: Machine learning algorithm
Article scientifique · 2026
Peer Review Report For: 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 [version 1; peer review: 1 approved, 1 approved with reservations]
Article scientifique · 2025
Sociodemographic determinants and regional disparities of first-trimester antenatal care initiation among Nigerian women: a multilevel analysis of 2018 NDHS data
Article scientifique · 2025
Time to first dose of measles-containing vaccine and associated factors among infants in Ethiopia: a survival analysis from performance monitoring for action data
Article scientifique · 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
Article scientifique · 2025
Human Papillomavirus Vaccination uptake and associated factors among schools girls aged between 9–14 years in Ethiopia: Performance Monitoring for Action (PMA-ET) 2023, multilevel analysis
Article scientifique · 2025
Machine-learning algorithm to predict home delivery after antenatal care visit among reproductive age women in East Africa
Article scientifique · 2025
A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East Africa
Article scientifique · 2025
Incidence and predictors of respiratory tract infections among birth cohorts in Ethiopia, 2023
Article scientifique · 2025
Long-acting family planning uptake and associated factors among women in the reproductive age group in East Africa: multilevel analysis
Article scientifique · 2025
Performance evaluation and comparative analysis of different machine learning algorithms in predicting postnatal care utilization: Evidence from the ethiopian demographic and health survey 2016
Article scientifique · 2025
Spatial distribution and urban–rural disparity of unmet need for family planning among married/in-union women in Ethiopia: a spatial and decomposition analysis
Article scientifique · 2024
Rural-urban disparities in basic sanitation access among households: a multivariable decomposition analysis of Ethiopian demographic and health survey 2019
Article scientifique · 2024
Prediction of delayed breastfeeding initiation among mothers having children less than 2 months of age in East Africa: application of machine learning algorithms
Article scientifique · 2024
Spatial distribution and determinants of Early sexual initiation in Ethiopia
Article scientifique · 2024
Machine learning algorithm to predict determinants of home delivery after ANC visit among reproductive age women in East Africa: Using SHAP
Article scientifique · 2024
Machine learning to predict unintended pregnancy among reproductive-age women in Ethiopia: evidence from EDHS 2016
Article scientifique · 2024
Patient knowledge of surgical informed consent and shared decision-making process among surgical patients in Ethiopia: a systematic review and meta-analysis
Article scientifique · 2024
Magnitude of sugar-sweetened beverage consumption and associated factors among women aged 15–49 years old in two Sub-Saharan African countries
Article scientifique · 2023

20 publications les plus récentes affichées.

Domaines principaux

Sciences de la santé21 Informatique et sciences numériques2 Sciences économiques et de gestion1 Sciences mathématiques et statistiques1

Statistiques

Consultations19
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