Han Wu ε΄η€š

Ph.D. Student @ ShanghaiTech

I am a Ph.D. student at the School of Biomedical Engineering, ShanghaiTech University, advised by Prof. Dinggang Shen. I obtained my B.Eng. with honors from Wuhan University of Technology in 2022.

During the initial stage of my Ph.D. (Sept. 2022 - June 2024), I focused on digital dentistry, working closely with Prof. Zhiming Cui. Since 2024, my research interest has shifted toward computer-aided cardiovascular disease diagnosis and treatment. Currently, I am also a research intern at United Imaging Intelligence (UII), working with Dr. Dijia Wu.

Han Wu
πŸ₯• carrot

Ph.D. Student @ ShanghaiTech

Research Focus

My research focuses on developing intelligent, data-driven systems for computer-aided diagnosis and treatment in healthcare, with particular emphasis on cardiovascular and dental applications. My work centers on two core technical areas:

Label-Efficient Learning for Medical Imaging
Developing robust deep learning models that achieve clinical-grade performance with limited, weak, or partial annotations to address real-world data scarcity challenges.
VFM/VLM for Medical Image Analysis
Advancing Vision Foundation Models (VFMs) for medical image interpretation tasks (segmentation, landmark detection, etc.) and Vision-Language Models (VLMs) for comprehensive image understanding and clinical reasoning.
1class ContactInformationCard:
2 def __init__(self):
3 self.dept = "School of Biomedical Engineering, ShanghaiTech University"
4 self.lab = "IDEA Lab, BME Building 405"
5 self.email = "hanwu@shanghaitech.edu.cn"
6 self.phone = ""
7
8 def flipCard(self):
9 print("tap on the card to flip.")
10
11 def closeCard(self):
12 print("tap outside to close it.")

Han Wu

hanwu.website/

Education

ShanghaiTech University, Shanghai, China

Ph.D. in Computer Science

Sept. 2022 - Present

Supervisor: Prof. Dinggang Shen

Wuhan University of Technology, Wuhan, China

B.E. in Information Engineering

Sept. 2018 - June 2022

Outstanding Graduates (Postgraduate-Recommendation)

Experience

United Imaging Intelligence, Shanghai, China

Research Intern @ R&D

June 2025 - Present

Working with Dr. Dijia Wu.

News

Publications

* indicates equal contribution and + indicates corresponding author.

Cardiovascular

3
Semi-Supervised Landmark Tracking in Echocardiography Video via Spatial-Temporal Co-Training and Perception-Aware Attention
Semi-Supervised Landmark Tracking in Echocardiography Video via Spatial-Temporal Co-Training and Perception-Aware Attention
IEEE Transactions on Medical Imaging (IEEE TMI), 2026
Han Wu, Haoyuan Chen, Lin Zhou+, Qi Xu+, Zhiming Cui+, Dinggang Shen+
PDF
Dual Cross-image Semantic Consistency with Self-aware Pseudo Labeling for Semi-supervised Medical Image Segmentation
Dual Cross-image Semantic Consistency with Self-aware Pseudo Labeling for Semi-supervised Medical Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2025
Han Wu, Chen Wang, Zhiming Cui+
PDF Code Dual Cross-image Semantic Consistency with Self-aware Pseudo Labeling for Semi-supervised Medical Image Segmentation repository stats
A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms
A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms
MICCAI 2025
Haoyuan Chen, Yonghao Li, Long Yang, Han Wu, Lin Zhou, Kaicong Sun, Dinggang Shen+
PDF

Digital Dentistry

5
CLIK-Diffusion: Clinical Knowledge-informed Diffusion Model for Tooth Alignment
CLIK-Diffusion: Clinical Knowledge-informed Diffusion Model for Tooth Alignment
Medical Image Analysis (MedIA), 2025
Yulong Dou, Han Wu, Changjian Li, Chen Wang, Tong Yang, Min Zhu, Dinggang Shen, Zhiming Cui+
PDF Code CLIK-Diffusion: Clinical Knowledge-informed Diffusion Model for Tooth Alignment repository stats
Fully Automated Evaluation of Condylar Remodeling After Orthognathic Surgery in Skeletal Class II Patients Using Deep Learning and Landmarks
Fully Automated Evaluation of Condylar Remodeling After Orthognathic Surgery in Skeletal Class II Patients Using Deep Learning and Landmarks
Journal of Dentistry (JoD), 2025
Wei Jia, Han Wu, Lanzhuju Mei, Jiamin Wu, Minjiao Wang+, Zhiming Cui+
PDF Code
Adapting Foundation Model for Dental Caries Detection with Dual-View Co-Training
Adapting Foundation Model for Dental Caries Detection with Dual-View Co-Training
MICCAI 2025 [Early Accepted (Top 9%)]
Tao Luo*, Han Wu*, Tong Yang, Dinggang Shen, Zhiming Cui+
PDF Code
Cephalometric Landmark Detection across Ages with Prototypical Network
Cephalometric Landmark Detection across Ages with Prototypical Network
MICCAI 2024
Han Wu*, Chong Wang*, Lanzhuju Mei, Tong Yang, Min Zhu, Dinggang Shen, Zhiming Cui+
PDF Code Cephalometric Landmark Detection across Ages with Prototypical Network repository stats Poster
Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction
Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Zhentao Liu, Yu Fang, Changjian Li, Han Wu, Yuan Liu, Dinggang Shen, Zhiming Cui+,
PDF Code Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction repository stats

Others

2
CLIP in Medical Imaging: A Comprehensive Survey
CLIP in Medical Imaging: A Comprehensive Survey
Medical Image Analysis (MedIA), 2025
Zihao Zhao*, Yuxiao Liu*, Han Wu*, Mei Wang, Yonghao Li, Sheng Wang, Lin Teng, Disheng Liu, Zhiming Cui+, Qian Wang+, Dinggang Shen+
PDF Code CLIP in Medical Imaging: A Comprehensive Survey repository stats
Multi-View Vertebra Localization and Identification from CT Images
Multi-View Vertebra Localization and Identification from CT Images
MICCAI 2023
Han Wu, Jiadong Zhang, Yu Fang, Zhentao Liu, Nizhuan Wang, Zhiming Cui+, Dinggang Shen+
PDF Code Multi-View Vertebra Localization and Identification from CT Images repository stats Supp Slides Poster

Preprint

Two-Stage Robust 3D CTA–2D DSA Alignment via Vascular-Aware Rigid and Pyramid-Based Hierarchical Non-Rigid Registration
Xiaosong Xiong, Caiwen Jiang, Han Wu, Xiao Zhang, Peng Wu, Yanli Song, Xinyi Zhang, Dijia Wu, Dinggang Shen+
Medical Image Analysis (MedIA) · (Major Revision)
COMET: Controllable Orthodontic Video Editing with Multi-View Estimation
Lanzhuju Mei, Yulong Dou, Han Wu, Guo Chen, Zhiming Cui, Dinggang Shen+
IEEE Transaction on Image Processing (IEEE TIP) · (Under Review)

Awards

Services

Conference Reviewers

Journal Reviewers

Membership

Teaching Assistant

  • BME2113 Algorithms Design And Analysis (Python) @ ShanghaiTech, 2023 Fall

Other Services

  • BaiDu PaddlePaddle Developer Expert (PPDE)

Invited Talks

AI in Digital Dentistry

Guest Talk, University of Edinburgh, 2026

Knowledge-driven Landmark Detection in Medical Images

Stars Talk, BME School, ShanghaiTech University, 2025

Miscellaneous

I'm a big fan of Taylor Swift, Jay Chou, and JJ Lin.
I love playing guitar whenever I feel stressed. Masaaki Kishibe is my favourite guitarist.
I enjoy playing LOL with my friends. I was also a Master player in LOLM.

Contact

Email

wuhan2022 [at] shanghaitech.edu.cn

Address

393 Middle Huaxia Road, Pudong, Shanghai, China

Office

IDEA Lab @ BME Building, ShanghaiTech University, Shanghai, China