Kim-Ngan Nguyen

About Me

Hi, I am a Research Assistant at the Department of Computer Science, National University of Singapore (NUS), working under the supervision of Associate Professor Terence Sim. Prior to that, I was a Research Assistant in Computational Brain Imaging Group (Yong Loo Lin School of Medicine, NUS), working under the supervision of Associate Professor Thomas Yeo on Neuroscience and Machine Learning. I obtained my Bachelor of Science in Computer and Information Science from Vietnam National University (VNU) - University of Science.

You can reach me at: Email Address

Research interests: Computer Vision, Deep Learning and Biometrics.

Publications/Presentations

Mind the gap: Does brain age improve Alzheimer’s disease prediction?

Kim-Ngan Nguyen*, Trevor Wei Kiat Tan*, Chen Zhang, Ru Kong, Susan F Cheng, Fang Ji, Joanna Su Xian Chong, Eddie Jun Yi Chong, Narayanaswamy Venketasubramanian, Csaba Orban, Michael WL Chee, Christopher Chen, Juan Helen Zhou, BT Thomas Yeo, ADNI and AIBL.

Human Brain Mapping, 2025

[Paper] [Code]

Cross‐Dataset Evaluation of Dementia Longitudinal Progression Prediction Models

Chen Zhang, Lijun An, Naren Wulan, Kim‐Ngan Nguyen, Csaba Orban, Pansheng Chen, Christopher Chen, Juan Helen Zhou, Keli Liu, BT Thomas Yeo, ADNI and AIBL.

Human Brain Mapping, 2025

[Paper] [Code]

Patient-specific 3D Burn Size Estimation

Kim-Ngan Nguyen, Han Ching Yong, Terence Sim.

International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) - CLIP, 2024

[Paper] [Dataset] [Free download]

Spatio-Temporal Dual-Attention Transformer for Time-Series Behavioral Biometrics

Kim-Ngan Nguyen, Sanka Rasnayaka, Sandareka Wickramanayake, Dulani Meedeniya, Sanjay Saha, Terence Sim.

IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM), 2024

[Paper] [Code] [Free download]