Publications

Peer-Reviewed Articles

• Uddin, K. N., Njie, E., Jin, R., Ghose, P., Zahid, A., & Jamil, H. M. (2026). Robust and interpretable AI for acute appendicitis: A simulation-to-clinical validation pipeline. Computer Methods and Programs in Biomedicine, 285, 109467. [Paper]

• Uddin, K. N., Ghose, P., Njie, E., Mahmood, N., Kumar, N., Haque, M. N., Gaur, L., Li, A., & Mallik, S. (2026). Machine learning and deep learning for neurological disease analysis: A systematic review across five major disorders. Neuroscience, 610, 55–90 . [Paper]

• Ghose, P., Oliullah, K., Mahbub, M. K., Biswas, M., Uddin, K. N., & Jamil, H. M. (2025). Explainable AI assisted heart disease diagnosis through effective feature engineering and stacked ensemble learning. Expert Systems with Applications, 265, 125928. [Paper]