Sharmin Sultana Akhi, Sadia Akter, Md Refat Hossain, Arjina Akter, Nur Nobe, and Md Monir Hosen. 2025. “Early-Stage Chronic Disease Prediction Using Deep Learning: A Comparative Study of LSTM and Traditional Machine Learning Models”. Library of Frontline Medical Sciences and Pharmaceutical Journal 5 (07):8-17. https://frontlinelibrary.org/index.php/lfmspj/article/view/18.