Publications

You can also find my articles on my Google Scholar.

2025

A generalist foundation model and database for open-world medical image segmentation [Paper] [Code] [Data]
Siqi Zhang*, Qizhe Zhang*, Shanghang Zhang*, Xiaohong Liu*, Jingkun Yue*, Ming Lu, Huihuan Xu, Jiaxin Yao, Xiaobao Wei, Jiajun Cao, Xiang Zhang, Ming Gao, Jun Shen, Yichang Hao, Yinkui Wang, Xingcai Zhang, Song Wu, Ping Zhang, Shuguang Cui, Guangyu Wang
Nature Biomedical Engineering 2025.

2024

DED-SAM: Data-Efficient Distillation towards light-weight Medical SAM via Diverse, Balanced, Representative Core-Set Selection [Paper]
Jingkun Yue, Siqi Zhang, Huihuan Xu, Tong Tong, Xiaohong Liu, Guangyu Wang
BIBM 2024.

ASC-3DSAM: Adjacent-Slice Correspondence-guided SAM for 3D Medical Image Segmentation [Paper]
Huihuan Xu, Siqi Zhang, Jingkun Yue, Tong Tong, Xiaohong Liu, Guangyu Wang
BIBM 2024.

MoVL: Exploring Fusion Strategies for the Domain-Adaptive Application of Pretrained Models in Medical Imaging Tasks [Paper]
Haijiang Tian, Jingkun Yue, Xiaohong Liu, Guoxing Yang, Zeyu Jiang, Guangyu Wang
BIBM 2024.

2023

Box2Pseudo: A Semi-Supervised Learning Framework for Pulmonary Nodule Segmentation with Box-Prompt Pseudo Supervision [Paper]
Siqi Zhang, Jingkun Yue, Chengdi Wang, Xiaohong Liu, Guangyu Wang
BIBM 2023.

* indicates equal contribution