Sharmin Sultana Akhi; Sadia Akter; Md Refat Hossain; Arjina Akter; Nur Nobe; Md Monir Hosen. Early-Stage Chronic Disease Prediction Using Deep Learning: A Comparative Study of LSTM and Traditional Machine Learning Models. fmspj 2025, 5, 8-17.