Kumar, S., Kumari, D., Panwar, A., Sagar, S., Herout, L., Namazi, H., Bhati, N. S. (2026). A hybrid SMOTE and Gaussian mixture model based optimized XGBoost framework for bipolar disorder detection. Scientific Reports. https://doi.org/10.1038/s41598-026-39104-3