Sharmin Sultana Akhi, Sadia Akter, Md Refat Hossain, Arjina Akter, Nur Nobe, and Md Monir Hosen, “Early-Stage Chronic Disease Prediction Using Deep Learning: A Comparative Study of LSTM and Traditional Machine Learning Models”, lfmspj, vol. 5, no. 07, pp. 8–17, Jul. 2025.