About Me
I am a PhD Student at VinUniversity, specializing in smart healthcare research under the College of Engineering & Computer Science. My primary focus is on developing a Unified Framework for Trustworthy and Reliable AI in Medical Diagnostics.
With a strong background in Deep Learning and Computer Vision, I explore AI applications in healthcare and other high-impact fields. Specifically, I leverage expertise in Explainable AI (XAI) and Visual Question Answering (VQA) to address complex, real-world clinical challenges such as digital phenotype monitoring and neurological/mental health disease assessments in low-resource settings.
Beyond research, I have experience leading R&D teams in building interpretable multimodal systems and full-stack enterprise applications.
Research Interests
🔥News
📝Selected Publications
Hai-Dang Nguyen, Huy-Hieu Pham
MedReason Individual Method Paper Track, MICCAI 2026 (accepted; Springer LNCS forthcoming)
Ha-Hieu Pham, Hai-Dang Nguyen, Thanh-Huy Nguyen, Min Xu, Ulas Bagci, Trung-Nghia Le, Huy-Hieu Pham
IEEE International Symposium on Biomedical Imaging (ISBI 2026)
Hai-Dang Nguyen, Minh-Anh Dang, Minh-Tan Le, Minh-Tuan Le
The 18th National Conference on Fundamental and Applied IT Research (FAIR 2025)
Hai-Dang Nguyen, Minh-Anh Dang, Minh-Tan Le, Minh-Tuan Le
The 2nd International Conference on Health Science and Technology (ICHST 2025)
Hai-Dang Nguyen, Ha-Hieu Pham, Hao T. Nguyen, Huy-Hieu Pham
arXiv preprint arXiv:2511.00504
Le, T., Nguyen, H. D.
Accepted for presentation at the 9th Vietnam International Conference in Finance (VICIF 2025)
💼Experience
PhD Student
VinUniversity · Full-time
Sep 2025 – Present
Full-time · On-site · Hanoi, Vietnam.
Researching trustworthy and reliable AI for medical diagnostics, including explainable AI, medical visual question answering, computer vision, LLMs, and AI agents.
Master’s Student
VNU University of Engineering and Technology · Full-time
Sep 2024 – Dec 2025
Full-time · On-site · Hanoi, Vietnam.
Completed the master’s program in December 2025.
Software Application Developer
T&T Group · Full-time
May 2023 – Sep 2025
Full-time · On-site · Hanoi, Vietnam.
Software Application Developer at T&T Group, working with technologies including SQL and .NET Core.
✍️Blog
Oct 23, 2026
Clinical AI evaluation needs an independent comparison
A UCLA study shows why similarity to an edited AI draft differs from independent clinical-message evaluation, and why BE…
Read moreOct 20, 2026
LiON Liver CT Study Tests AI as an Additional Reader
A 2026 LiON study tested AI-assisted liver CT review in 10,333 patients. Its single-arm design leaves comparative clinic…
Read moreOct 20, 2026
AlphaGenome Paper Maps DNA Changes to Molecular Effects
The 2026 AlphaGenome paper predicts molecular effects of DNA variation across multiple tasks. Its research benchmarks ar…
Read moreOct 20, 2026
MASAI Trial Tests AI Mammography Beyond Detection Rates
The 2026 MASAI analysis found non-inferior interval-cancer rates with AI-supported mammography, higher sensitivity and u…
Read moreOct 20, 2026
AMIE Cardiology Study Improves Expert-Rated Assessments
A 2026 AMIE study found better expert-rated cardiology assessments using retrospective cases, while leaving real-world p…
Read moreOct 20, 2026
Kenya AI Trial Finds No Significant Patient-Outcome Benefit
A 2026 randomized trial of AI Consult found no significant reduction in 14-day treatment failure. Here is what the evide…
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Diffusion Controller Research Explains a New Way to Steer Images
Google highlighted Diffusion Controller in September. The March preprint explains its control framework and the access l…
Read moreOct 20, 2026
Anthropic Expands Evaluator Access as METR Flags Evidence Gaps
Anthropic announced deeper evaluator access, while METR’s October 20 review highlights why scope, publication rights and…
Read moreOct 20, 2026
Gemini 4 Argon Robotics Demos Put Simulation in the Loop
Google’s October robotics demonstrations connect visual reasoning, simulation and robot control. Here is what researcher…
Read moreOct 20, 2026
EmbeddingGemma 2 Brings Multimodal Search to Local Devices
EmbeddingGemma 2 combines text, images, audio and video for local retrieval. Its model card highlights practical trade-o…
Read moreOct 20, 2026
Google Deep Review Opens AI Document Review to More Researchers
Google launched Deep Review on October 14. Here is what its document-checking workflow offers and why researchers still …
Read moreOct 20, 2026
MedGemma reaches Nature Medicine: strong benchmarks, not a clinical green light
A newly published MedGemma paper reports promising medical-AI benchmark results. Its findings support further developmen…
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