Utafutaji2025 Kwa Somo "Epidemiology II Public Health II Machine Learning II Epilepsy II Urban Health II"

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Modeling the Determinants of Attrition in a Two-stage Epilepsy Prevalence Survey in Nairobi Using Machine Learning

Mwanga D. M.; Kipchirchir I. C.; Muhua G. O.; Newton C. R.; Kadengye D. T. (Elsevier, 2025)

This study applies machine learning (including random forest, XGBoost, SVM, and Super Learner) to predict attrition in a two-stage epilepsy prevalence survey in Nairobi. Results show high model performance (AUC up to 0.98), ...