*Saba Sultan, Muhammad Tauha Sultan, Fahad Aziz Dar, Mehir Un Nisa Sultan. AMYLOPRED-DL: A HYBRID CNN-BILSTM-ATTENTION DEEP LEARNING FRAMEWORK INTEGRATING ESM-2 PROTEIN LANGUAGE MODEL EMBEDDINGS FOR IMPROVED PREDICTION OF AMYLOID PROTEINS. SES [Internet]. 2026 Jun. 20 [cited 2026 Jun. 20];4(6):2055-74. Available from: https://www.thesesjournal.com/index.php/1/article/view/3283