Han Wu 吴瀚
4th-year Ph.D. · ShanghaiTech University · Advised by Prof. Dinggang Shen
wuhan2022@shanghaitech.edu.cn
Shanghai, China
About
I am a Ph.D. student in Computer Science at the School of Biomedical Engineering, ShanghaiTech University, advised by Prof. Dinggang Shen. I earned my B.Eng. with honors from Wuhan University of Technology in 2022.
I spent the first two years of my Ph.D. on digital dentistry working with Prof. Zhiming Cui, and since 2024 my research has shifted toward computer-aided cardiovascular disease diagnosis and treatment. I am also a research intern at United Imaging Intelligence (UII), working with Dr. Dijia Wu.
Research Interests
I mainly work on label-efficient learning and foundation models for medical imaging, with applications in cardiovascular and dental analysis. My research centers on two methodological themes:
Label-Efficient Learning for Medical Imaging
Robust deep learning models that achieve clinical-grade performance with limited, weak, or partial annotations.
Vision Foundation Models (VFMs) and Vision-Language Models (VLMs) for Medical Image Analysis
Advancing VFMs for segmentation, landmark detection, etc., and VLMs for clinical reasoning.
Education
Wuhan University of Technology
B.Eng. in Information Engineering
Outstanding Graduate; recommended for direct graduate admission
Experience
News
2026
- 05/2026One paper (weakly-supervised coronary artery segmentation) is early accepted by MICCAI 2026!
2025
- 12/2025One paper (semi-supervised echocardiography landmark tracking) is accepted by IEEE TMI, a nice ending for 2025!
- 07/2025One paper (semi-supervised medical image segmentation) is accepted by IEEE TMI!
- 07/2025One paper (knowledge-informed diffusion model for tooth alignment) is accepted by MedIA!
- 06/2025One paper (semi-supervised echocardiogram segmentation) is accepted by MICCAI 2025 after rebuttal!
- 06/2025Started my research internship at United Imaging Intelligence (UII).
- 05/2025One clinical paper (condylar evaluation for orthognathic surgery) is accepted by Journal of Dentistry!
- 05/2025One paper (foundation-model-based dental caries detection) is early accepted by MICCAI 2025!
- 05/2025Google Scholar citations crossed 100.
- 03/2025One paper (CLIP in medical imaging survey) is accepted by MedIA!
2024
- 10/2024One paper (sparse-view CBCT reconstruction) is accepted by IEEE TMI!
- 06/2024One paper (cephalometric landmark detection across ages) is accepted by MICCAI 2024!
- 06/2024Passed the Ph.D. Qualification Exam (PQE) and officially became a Ph.D. candidate!
2023
- 12/2023Our survey on CLIP in medical imaging is online!
- 06/2023One paper (multi-view vertebra localization and identification) is accepted by MICCAI 2023!
2022
- 09/2022Started a new journey at ShanghaiTech!
- 06/2022Graduated from WUT with the “Outstanding Graduate” honor.
Publications
* indicates equal contribution and + indicates corresponding author.
Cardiovascular
Weakly-Supervised Coronary Artery Segmentation from DSA Sequence via Motion-Aware Modeling
MICCAI 2026 Early Accept · Top 9%
A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms
MICCAI 2025
Digital Dentistry
Others
Preprints / Under Review
CeLDA+: Cephalometric Landmark Detection across Ages with Learnable Prototypical Network
Medical Image Analysis (MedIA), Under Review
Two-Stage Robust 3D CTA–2D DSA Alignment via Vascular-Aware Rigid and Pyramid-Based Hierarchical Non-Rigid Registration
Medical Image Analysis (MedIA), Major Revision
COMET: Controllable Orthodontic Video Editing with Multi-View Estimation
IEEE Transactions on Image Processing (IEEE TIP), Under Review
Awards & Achievements
- Outstanding Student of ShanghaiTech (Top 10%), 2023
- Outstanding Graduate of WUT, 2022
- Outstanding Graduation Thesis of WUT (Top 4%), 2022
- 2nd National Prize, Engineering Practice & Innovation Competition, 2021
- 3rd National Prize, "China Software Cup", 2021
- 1st Prize, Hubei Engineering Practice & Innovation, 2021
- 3rd Prize, Intelligent Car Race (Hubei), 2021
- 3rd Prize, Computer Design Competition (Hubei), 2021
- Ranked 27/169, China Software Cup Online, 2021
- 3rd Prize, "Internet+" Innovation Competition (Hubei), 2020
- Ranked 3/218, Intelligent Car Race: Crowd Counting, 2020
- Ranked 15/332, Baidu AIStudio Bugs Detection, 2020
Academic Services
Conference Reviewer
Journal Reviewer
- IEEE Transactions on Medical Imaging (TMI)
- IEEE Transactions on Biomedical Engineering (TBME)
- IEEE Transactions on Geoscience and Remote Sensing (TGRS)
- ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
- Neural Networks
- Signal Processing
- Digital Signal Processing
Teaching & Mentorship
Teaching Assistant
BME2113 — Algorithms Design and Analysis (Python), ShanghaiTech, 2023 Fall
Mentored Students
During my Ph.D. study, I also help supervise junior postgraduate and undergraduate students.
Tao Luo
- Adapting Foundation Model for Dental Caries Detection with Dual-View Co-Training MICCAI 2025 · Early Accept
Wei Jia
- Fully Automated Evaluation of Condylar Remodeling After Orthognathic Surgery JoD 2025
- National College Biomedical Engineering Innovation Design Competition 1st Prize · Top 5%
Invited Talks
Artificial Intelligence in Digital Dentistry
Knowledge-driven Landmark Detection in Medical Images
Miscellaneous
A big fan of Taylor Swift, Jay Chou, and JJ Lin.
Love playing guitar — Masaaki Kishibe is my favourite guitarist.
Enjoy League of Legends with friends — reached Master tier in LOLM.
Contact
Office
IDEA Lab, BME Building 405, ShanghaiTech
Address
393 Middle Huaxia Road, Pudong, Shanghai, China