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 (Hons.) 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

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] [Code (coming soon)] [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]

Brain age pre-training for prediction of Alzheimer’s disease diagnosis and mild cognitive impairment progression.

Kim-Ngan Nguyen*, Tan TWK*, Chen Zhang, Ru Kong, Susan F Cheng, Fang Ji, Joanna Su Xian Chong, Eddie Jun Yi Chong, Narayanaswamy Venketasubramanian, Christopher Chen, Juan Helen Zhou, and B. T. Thomas Yeo.

Organization for Human Brain Mapping (OHBM), 2024

[Link (#1396)]

Estimating total body surface area using subject-specific features.

Kim-Ngan Nguyen, Terence Sim.

Computing Research Week, NUS School of Computing, 2020

[Presentation]

Extracting handwritten regions in Japanese document images.

Kim-Ngan Nguyen, Thanh-Ha Do.

International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 2020

[Paper] [Free download]