Karani, A. and Dongxiao, R. 2025. Forecasting Years Lived in Poor Health in Kenya: A Comparative Analysis of ARIMA and LSTM Models with Implications for East African Health Policy. East African Journal of Health and Science. 8, 2 (Jul. 2025), 211-222. DOI:https://doi.org/10.37284/eajhs.8.2.3412.