Nguyen Phuong Nam

RESEARCH INTERESTS

SELECTED PUBLICATIONS

Journal publications

• Nguyen, N.P., 2019. Gradient boosting for survival analysis with applications in oncology. University of South Florida.
• Zanddizari, H., Nguyen, N., Zeinali, B. and Chang, J.M., 2021. A new preprocessing approach to improve the performance of CNN-based skin lesion classification. Medical & Biological Engineering & Computing, 59(5), pp.1123-1131.
• Nguyen, N. and Chang, J.M., 2021. Csnas: Contrastive self-supervised learning neural architecture search via sequential model-based optimization. IEEE Transactions on Artificial Intelligence, 3(4), pp.609-624.
• Nguyen, N. and Chen, K.C., 2022. Quantum embedding search for quantum -machine learning. IEEE Access, 10, pp.41444-41456.
• Nguyen, N. and Chen, K.C., 2022. Bayesian quantum neural networks. IEEE Access, 10, pp.54110-54122.
• Nguyen, N., Teer, J.K., Park, M.A., McDonald, P., Fleming, J.B., Permuth, J.B., Chen, K.C. and Karolak, A., 2024. Abstract B109: Reinforcing risk prediction for intraductal papillary mucinous neoplasms of the pancreas with AI-optimized nucleotide-to-amino acid analyses. Cancer Research, 84(2_Supplement), pp.B109-B109.
• Nguyen, P.N., 2024. Biomarker discovery with quantum neural networks: A case-study in ctla4-activation pathways. BMC bioinformatics, 25(1), p.149. Conference publications
• Pathway-Capsule Neural Networks, CITA-2024: https://ictmag.vn/cntt-tt/article/view/1264
• Quantum DNA Encoder: IEEE COMPSAC-2024.

AWARDS & HONOURS

TEACHING COURSES