Taoussi C, Lyaqini S, Metrane A, Hafidi I. Enhancing Machine Learning and Deep Learning Models for Depression Detection: A Focus on SMOTE, RoBERTa, and CNN-LSTM. Informatica. 2025;49(14). doi:10.31449/inf.v49i14.7451