Peer-reviewed articles, conference papers, and preprints
Nguyen, N. T., et al.
Journal of Medical AI, Vol. 15, Issue 3, pp. 234-251
This study presents a novel deep learning framework for early detection of chronic diseases using electronic health records. The model achieves 92% accuracy in predicting Type 2 diabetes onset.
Nguyen, N. T., Johnson, A., & Lee, S.
Proceedings of International Conference on AI Applications (ICAI 2023)
Explores the integration of machine learning models in business decision-making processes, demonstrating improved ROI prediction accuracy by 35% compared to traditional methods.
Chen, M., Nguyen, N. T., & Park, K.
Healthcare Analytics Review, Vol. 8, Issue 2, pp. 112-145
Comprehensive review of explainable AI techniques in healthcare, analyzing 150+ research papers and proposing a framework for clinical adoption.
Nguyen, N. T., Williams, R., & Thompson, L.
arXiv preprint, arXiv:2024.xxxxx
Novel federated learning approach for training healthcare AI models across multiple hospitals while preserving patient privacy and data security.