Trinh Ngoc Huynh

PhD Student in Medical Science • AIMS Lab, Vrije Universiteit Brussel (VUB)

Interested in generative AI for medical image analysis, with a focus on neuroscience.

Education

PhD Student in Medical Science

Vrije Universiteit Brussel, Brussels, Belgium

09/2026 – Present

MSc in Computer Science

VNU University of Engineering and Technology, Hanoi, Vietnam

09/2024 – 06/2026 • CGPA: 3.80/4.00

BSc in Information Technology

VNU University of Engineering and Technology, Hanoi, Vietnam

09/2020 – 06/2024 • CGPA: 3.86/4.00

High School Diploma in Mathematics

High School for Gifted Students, VNU University of Science Hanoi, Vietnam

09/2017 – 06/2020 • CGPA: 9.4/10.0

Latent Representation Learning from 3D Brain MRI for Latent Analysis and Prediction in Multiple Sclerosis

T. N. Huynh, N. D. Kien, D. T. Ninh, N. H. Anh, et al., G. Nagels

Neuroinformatics, 2026 • arXiv:2510.00051

LatentFM: A Latent Flow Matching Approach for Generative Medical Image Segmentation

T. N. Huynh, N. K. H. Anh, N. H. Toan, T. Q. Long

Diffusion Model in Latent Space for Medical Image Segmentation

T. N. Huynh, N. H. Toan, L. S. Ba, T. Q. Long

Aleatoric Uncertainty Estimation in Medical Image Segmentation via Flow Matching

N. V. Phi, T. N. Huynh, N. D. M. Lam, N. P. Loc, T. Q. Long

MICCAI UNSURE Workshop, 2025 • DOI ↗