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. Frontline Medical Sciences and Pharmaceutical Journal, [S. l.], v. 5, n. 07, p. 8–17, 2025. DOI: 10.37547/medical-fmspj-05-07-02. Disponível em: https://frontlinejournals.org/journals/index.php/fmspj/article/view/757. Acesso em: 13 sep. 2025.