Publications
Below is a list of my publications. You can also look at Google Scholar, or download a BiBTeX file.
Featured Publications
Prediction of contraceptive discontinuation among reproductive-age women in Ethiopia using Ethiopian Demographic and Health Survey 2016 Dataset: A Machine Learning Approach. Kebede, S. D.; Sebastian, Y.; Yeneneh, A.; Chanie, A. F.; Melaku, M. S.; Walle, A. D. BMC Medical Informatics and Decision Making, 2023, 23(1): 1–17. https://link.springer.com/article/10.1186/s12911-023-02102-w
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. Kebede, S. D.; Mamo, D. N.; Adem, J. B.; Semagn, B. E.; Walle, A. D. PLOS Digital Health, 2023, 2(10): 1-17. https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0000345
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. Kebede, S. D.; Abera, K. M.; Abeje, E. T.; Bekele Enyew, E.; Daba, C.; Asmare, L.; Demeke Bayou, F.; Arefaynie, M.; Mohammed, A.; Tareke, A. A.; Keleb, A.; Kebede, N.; Tsega, Y.; Endawkie, A. Digital Health, 2024, 10: 20552076241292978. https://journals.sagepub.com/doi/10.1177/20552076241292978
Spatial distribution and determinants of Early sexual initiation in Ethiopia. Kebede, S. D.; Kebede, N.; Mihiretu, M. M.; Enyew, E. B.; Ayele, K.; Asmare, L.; Bayou, F. D.; Arefaynie, M.; Walle, A. D.; Tsega, Y.; Endawkie, A. BMC Public Health, 2024, 24(1): 1536. https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-024-19057-w
Spatial distribution and urban-rural disparity of unmet need for family planning among married/in-union women in Ethiopia: A spatial and decomposition analysis. Kebede, S. D.; Mamo, D. N.; Adem, J. B.; Walle, A. D.; Tsega, Y.; Addisu, E.; Tadese, Z. B.; Enyew, E. B. Frontiers in Reproductive Health, 2024, 6. https://www.frontiersin.org/journals/reproductive-health/articles/10.3389/frph.2024.1416280
Interpretable prediction of acute respiratory infection disease among under-five children in Ethiopia using ensemble machine learning and Shapley additive explanations (SHAP). Tadese, Z. B.; Hailu, D. T.; Abebe, A. W.; Kebede, S. D.; Walle, A. D.; Seifu, B. L.; Nimani, T. D. Digital Health, 2024, 10: 20552076241272739. https://doi.org/10.1177/20552076241272739
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. Walle, A. D.; Abebe, Z.; Ngusie, H. S.; Kassie, S. Y.; Temamo, A. L.; Zekarias, F.; Dejene, T. M.; Kebede, S. D. Frontiers in Public Health, 2024, 12: 1413090. https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1413090/abstract
Machine learning to predict unintended pregnancy among reproductive-age women in Ethiopia: evidence from EDHS 2016. Mamo, D. N.; Gebremariam, Y. H.; Adem, J. B.; Kebede, S. D.; Walle, A. D. BMC Women’s Health, 2024, 24(1): 1-11. https://bmcwomenshealth.biomedcentral.com/articles/10.1186/s12905-024-02893-8
List of all Publications