On-Going
AI-Powered Early Disease Detection System
Summary
Funded by VinUniversity
- Model Development: Building and tuning deep learning models on de-identified multi-hospital datasets.
- Clinical Validation: Prospective trials measuring diagnostic accuracy against physician baselines.
Project Team
Principal Investigator
Alumni
- Do Quang Huy (now at CAIR)
- Vu Thi Ngoc ( now at ICMIT)
Outcomes
12
Bài báo khoa học công bố
34
Sinh viên tham gia đào tạo
2
Bằng sáng chế / giải pháp hữu ích
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Clinical decision-support prototype
Deployed for trial use at two partner hospitals in Hanoi.
-
National Innovation Award, 2026
Recognized for diagnostic accuracy improvements in early screening.
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Technology transfer agreement
Licensing discussion underway with a regional health-tech provider.
Publications
- A Sequential Greedy Approach for Training Implicit Deep Models (2022)
- A study of genetic variants associated with skin traits in the Vietnamese population (2024)
- A Semi-Supervised Learning Framework with Cross-Magnification Attention for Glioma Mitosis Classification (2025)
- A Smart, Textile-Driven, Soft Exosuit for Spinal Assistance (2023)