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This is Hanxue Gu's resume updated by June-17-2025.
Basics
| Name | Hanxue Gu |
| Label | Ph.D. Candidate in Electrical and Computer Engineering |
| hanxue.gu@duke.edu | |
| Phone | +1 (919) 519-9793 |
| Url | https://Guhanxue.github.io |
| Summary | Ph.D. student at Duke University focusing on deep learning for medical imaging, including foundation models, clinical AI, and 3D reconstruction. |
Work
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2020.09 - Present Ph.D. Researcher
Duke University - Mazurowski Lab, Duke AI Health Spark Initiative
Researching foundation models, medical image segmentation, self-supervised learning, and outcome prediction.
- Developed SegmentAnyBone and SuperMask.
- Published in MIA, CVPR, MICCAI, MIDL.
- Led benchmarking of fine-tuning SAM for medical imaging.
-
2019.07 - 2020.07 Research Intern
Massachusetts General Hospital - Martinos Center
Worked on deep learning-based inverse problems for optical imaging and 3D reconstruction.
- Contributed to R01 grant success.
- Published in IEEE TMI.
Education
-
2020.09 - 2025.08 Durham, NC, USA
-
2018.07 - 2018.08 Oxford, UK
-
2016.09 - 2020.06 Zhejiang, China
Awards
- 2017, 2018, 2020
National Scholarship (Top 1%, awarded 3 times)
Chinese Ministry of Education
Awarded to top 1% of students for academic excellence and research achievements.
- 2018.08.01
Excellent Achievement - Oxford Summer School
University of Oxford
Recognized for outstanding performance during the international academic program.
- 2023.04.24
Best Computational Thinking Poster
Duke AI Health
Recognized for outstanding presentation at the Health Data Science poster showcase.
Skills
| Deep Learning | |
| PyTorch | |
| MONAI | |
| Diffusion Models | |
| Transformers | |
| CLIP | |
| SAM |
| Medical Imaging | |
| Segmentation | |
| Registration | |
| 3D Reconstruction | |
| Body Composition | |
| Risk Prediction |
| Programming | |
| Python | |
| C++ | |
| Bash | |
| Docker | |
| Git |
Languages
| English | |
| Fluent |
| Mandarin Chinese | |
| Native speaker |