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医学影像处理与分析实验室

地  址:苏州市姑苏区干将东路333号
邮  箱:xjchen@suda.edu.cn
邮  编:215000
 

科研成果

2025

期刊论文

1. Jingtao Wang, Mateen Muhammad, Dehui Xiang, Weifang Zhu, Fei Shi, Jing Huang, Kai Sun, Jun Dai, Jingcheng Xu, Su Zhang, Xinjian Chen*. Task augmentation-based meta-learning segmentation method for retinopathy[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence,2025.[PDF]

2. Jing Huang, Jingtao Wang , Junhai Shi , Hengli Ni , Shan Xu, Ping Wu, Yuexiang Ren, Lijuan Bian, Chenhan Su, Yuxuan Xu, Xinyu He, Xinjian Chen*, Jianming Li*. Transformer optimization with meta learning on pathology images for breast cancer lymph node micrometastasis[J]. npj Digital Medicine, 2025.[PDF]

3. Sun F, Gao L, Chen H, et al. Kurtosis Transformation for Multi-Source Domain Generalization Segmentation of OCT Images From Multi-Manufacturers' Devices[J]. IEEE Transactions on Biomedical Engineering, 2025.[PDF]

4. Zhu, Weifang, Dengfeng Liu, Xinyu Zhuang, Tian Gong, Fei Shi, Dehui Xiang, Tao Peng, Xiaofeng Zhang, and Xinjian Chen. Strip and boundary detection multi‐task learning network for segmentation of meibomian glands[J]. Medical Physics, 2025.[PDF]

5. Ding, Yiming, Weifang Zhu, Fei Shi, Ruiqi Ma, and Xinjian Chen. ASDC-NET: Anterior Segment Disease Classification Network Based on Slit-Lamp Images[C]//2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), 2025.[PDF]

6. Chen, Xinjian, Jingtao Wang, Tianwei Qian, Jingcheng Wang, Yiming Ding, Su Zhang, Jingjing Liao et al. "An artificial intelligence cloud platform for OCT-based retinal anomalies screening system in real clinical environments." npj Digital Medicine 8, no. 1 (2025): 559.[PDF]

7. Yin, Ziting, Bo Wu, Weifang Zhu, Dehui Xiang, Xinjian Chen, Tao Peng, Qing Peng, and Fei Shi. "Meta-learning with Unlabeled Query Updating and Consistency Learning for Few-shot OCT Image Classification." IEEE Transactions on Biomedical Engineering (2025).[PDF]

8. Guo, Jie, Liangyun Sun, Lishan Qiao, Xiushan Nie, Jixin Yang, Weicui Li, Ying Guo, Xiaoming Xi, Xinjian Chen, and Yilong Yin. "Dual Difficulty-aware Adaptive Pseudo Labeling for Semi-supervised CNV Segmentation." IEEE Transactions on Circuits and Systems for Video Technology (2025).[PDF]

专利

1. 陈新建,王景涛,朱伟芳. 一种基于贝叶斯元学习的眼底疾病图像分类方法,已受理,2025106783728,陈新建,王景涛,朱伟芳.

2. 一种眼底疾病图像分割方法、系统及设备,已受理,202510661881X,陈新建,王景涛,朱伟芳.

3.  一种基于多模态病灶仿真的眼底疾病图像分割方法及系统,已受理,2025106884339,陈新建,王景涛,朱伟芳.

4.  一种多类视网膜疾病并行检测方法及系统,已受理,2025108583783, 陈新建,王景涛,朱伟芳.

5.  基于眼底双模态图像分层融合的老年黄斑变性分类方法,已授权,CN119006943B, 石霏,吴波,陈新建,彭涛.


地址: 苏州市姑苏区干将东路333号   邮箱:xjchen@suda.edu.cn 
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