1、Xingtao Lin , Xiahai Zhuang, Lin Pan, Mingjing Yang, Liqin Huang*, Shun Chen*, Lei Li*. ZSG-Net: A Zero-Shot Super-Resolution Guided Network for Ultrasound Image Segmentation and Classification[J]. IEEE Journal of Biomedical and Health Informatics, 2025, DOI 10.1109/JBHI.2025.3584505

2、Wangbin Ding, Lei Li, Junyi Qiu, Bogen Lin, Mingjing Yang*, Liqin Huang*, Lianming Wu*, Sihan Wang, Xiahai Zhuang*. CineMyoPS: Segmenting Myocardial Pathologies from Cine Cardiac MR[J]. IEEE Transactions on Medical Imaging, 2025, DOI 10.1109/TMI.2025.3586254

3、Zhen Zhang, Wen Zhang, Liqin Huang, Lin Pan, Shaohua Zheng*, Zheng Liu, Weisheng Chen*, Penggang Bai. Dual-phase airway segmentation: Enhancing distal bronchial identification with anatomical prior guidance[J]. Engineering Applications of Artificial Intelligence, 2025, 153.DOI:10.1016/j.engappai.2025.110786.

4、Mingjing Yang, Kangwen Yang, Mengjun Wu, Liqing Huang, Wangbin Ding, Lin Pan*, Lei Yin*. LGENet: disentangle anatomy and pathology features for late gadolinium enhancement image segmentation[J]. Medical & Biological Engineering & Computing, 2025, 63

5、Lin Pan, Mengshi Tang, Xin Chen, Zhongshi Du, Danfeng Huang, Mingjing Yang*, Yijie Chen*. M2UNet: Multi-Scale Feature Acquisition and Multi-Input Edge Supplement Based on UNet for Efficient Segmentation of Breast Tumor in Ultrasound Images[J]. Diagnostics, 2025, 15(8):944.

6、Shaohua Zheng, Changwang Zhang, Youjia Chen and Meimei Chen. Graph and Multi-Level Sequence Fusion Learning for Predicting the Molecular Activity of BACE-1 Inhibitors[J]. International Journal of Molecular Scidences, 2025, 26: 1681.

1、Chenhao Pei, Fuping Wu, Mingjing Yang, Lin Pan, Wangbin Ding, Jinwei Dong, Liqin Huang*, Xiahai Zhuang*. Multi-Source Domain Adaptation for Medical Image Segmentation[J]. IEEE Transactions on Medical Imaging, 2024, 43(4):1640-1651.

2、Wangbin Ding , Haoran Sun , Chenhao Pei , Dengqiang Jia , and Liqin Huang*. Multi-Organ Registration With Continual Learning[J]. Signal Processing Letters. 2024, 31, 1204-1208

3、Mingjing Yang, Zhicheng Wu, Hanyu Zheng, Liqin Huang, Wangbin Ding, Lin Pan*, Lei Yin*. Cross-Modality Medical Image Segmentation via EnhancedFeature Alignment and Cross Pseudo Supervision Learning[J]. Diagnostics, 2024, 14(16): 1751

1、Wangbin Ding, Lei Li, Junyi Qiu, Sihan Wang, Liqin Huang*, Yinyin Chen, Shan Yang, and Xiahai Zhuang*. Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation[J]. IEEE Transactions on Medical Imaging , 2023, 42(21):3474-3485.

2、Li Lei*, Wangbin Ding, Liqun Huang, Xiahai Zhuang, Vicente Grau. Multi-modality cardiac image computing[J]: A survey. Medical Image Analysis, 2023, 88 (2023) 102869

3、Liqin Huang, Xiaofang Ye, Mingjing Yang*, Lin Pan, Shao hua Zheng. MNC-Net: Multi-task graph structure learning based on node clustering for early Parkinson’s disease diagnosis[J]. Computers in Biology and Medicine, 2023, 152 (2023) 106308

4、Mingjing Yang, Xianbin Huang, Liqin Huang* and Guoen Cai*. Diagnosis of Parkinson’s disease based on 3D ResNet: The frontal lobe is crucial[J].  Biomedical Signal Processing and Control,  2023, 85:104904

5、Lin Pan, Xiaochao Yan, Yaoyong Zheng, Liqin Huang, Zhen Zhang,Rongda Fu, Bin Zheng,Shaohua Zheng*. Automatic pulmonary artery-vein separation in CT images using a twin-pipe network and topology reconstruction[J]. PeerJ Computer Science,2023 Oct 3;9:e1537.

6、Lin Pan,Tian He,Zihan Huang,Shuai Chen,Junrong Zhang,Shaohua Zheng*, Xianqiang Chen. Radiomics approach with deep learning for predicting T4 obstructive colorectal cancer using CT image[J]. Abdominal Radiology,2023 Apr;48(4):1246-1259.

7、Lin Pan, Zhaopei Li, Zhiqiang Shen, Zheng Liu, Liqin Huang, Mingjing Yang, Bin Zheng, Taidui Zeng, Shaohua Zheng*,Learning multi-view and centerline topology connectivity information for pulmonary artery–vein separation[J],Computers in Biology and Medicine,Volume 155,2023:106669.

1、Renbao Lian, Liqin Huang*. Weakly Supervised Road Segmentation in High-Resolution Remote Sensing Images Using Point Annotations[J]. IEEE Transactions on Geoscience and Remote Sensing. 2022, 60: 4501013.

2、Wangbin Ding, Lei Li, Xiahai Zhuang*, Liqin Huang*. Cross-Modality Multi-atlas Segmentation via Deep Registration and Label FusionJ]. IEEE Journal of Biomedical and Health Informatics. 2022, 26(7):3104-3115.

3、Jinquan Guo, Rongda Fu, Lin Pan, Shaohua Zheng, Liqin Huang, Bin Zheng, Bingwei He*. Coarse-to-fine Airway Segmentation Using Multi information Fusion Network and CNN-based Region Growing[J]. Computer Methods and Programs in Biomedicine. 2022, 106610.

4、Mingjing Yang, Yingdong Wei, Lin Pan*, Liqin Huang. Exposure consistency for lane detection under varied light conditions[J]. Journal of Electronic Imaging, 2022, 31(3): 030502

5、Lin Pan,Yanjing Cai,Ning Lin*,Linxin Yang,Shaohua Zheng,Liqin Huang. A two-stage network with prior knowledge guidance for medullary thyroid carcinoma recognition in ultrasound images[J]. Medical Physics,2022, 49(24):2413-2426.

6、Lin Pan, Zhen Zhang, Shaohua Zheng*,Liqin Huang. MSC-Net: Multitask Learning Network for Retinal Vessel Segmentation and Centerline Extraction[J]. Applied Sciences,2022, 12(1):403.

7、Shaohua Zheng,  Shaohua Kong,  Zihan Huang,  Lin Pan*,  Taizui Zeng,  Bin Zheng,  Mingjing Yang,  Zheng Liu. A Lower False Positive Pulmonary Nodule Detection Approach for Early Lung Cancer Screening[J]. Diagnostics (Basel). 2022,12(11):2660.

8、沈志强, 林超男, 潘林, 聂炜宇, 黄立勤, 郑绍华*. 基于同构化改进的U-Net 结直肠息肉分割方法[J].中国生物医学工程学报, 2022, 41(1):48-56.

9、Jinquan Guo,Rongda Fu,Lin Pan,Shaohua Zheng,Bingwei He*.Coarse-to-fine airway segmentation using multi information fusion network and CNN-based region growing[J].Computer Methods and Programs in Biomedicine, 2022, 215, 106610

10、黄立勤, 陈柳清, 潘林, 郑斌, 郑绍华. 结合血管拓扑和Non-local CNN-GCN的肺动静脉分离方法[J].福州大学学报(自然科学版), 2022, 50(1):24-30.

1、Chenhao Pei, Fuping Wu, Liqin Huang*, Xiahai Zhuang*. Disentangle domain features for cross-modality cardiac image segmentation[J]. Medical Image Analysis, 2021, 71(12): 102078.

2、Junyi Wu, Yan Huang, Qiang Wu, Zhipeng Gao, Jianqiang Zhao, Liqin Huang*. Dual-Stream Guided-Learning Via A Priori Optimization For Person Re-identification. ACM Transactions on Multimedia Computing Communications and Applications (TOMM), 2021, 17(4), Article 117.

3、Yang Qingqing, Wu Junyi, Song Qishan, Gao Zhipeng, Huang Liqin, Song Zhigang*. Unidirectional information-interaction network for person re-identification[J]. Journal of Electronic Imaging, 2021, 30(4): 043023.

4、Shaohua Zheng, Zhiqiang Shen, Chenhao Pei, Wangbin Ding, Haojin Lin, Jiepeng Zheng, Lin Pan*, Bin Zheng*, Liqin Huang.Interpretative computer-aided lung cancer diagnosis: From radiology analysis to malignancy evaluation[J].Computer Methods and Programs in Biomedicine[J], 2021,210:106363.

5、Shaohua Zheng,Weiyu Nie,Lin Pan*,Bin Zheng,Zhiqiang Shen,Liqin Huang,Chenhao Pei, Yuhang She,Liuqing Chen.A dual-attention v-network for pulmonary lobe segmentation in ct scans[J]. IET Image Processing, 2021,15(8):1644-1654.

1、Wangbin Ding, Lei Li, Xiahai Zhuang*, Liqin Huang*. Cross-Modality Multi-atlas Segmentation Using Deep Neural Networks[C]//International Conference on Medical Image Computing and Computer-Assisted Intervention(MICCAI 2020). Lima, Peru: Springer, Cham, 2020: vol 12263.

2、Ting Zhe, LiQin Huang*, Qiang Wu, JianJia Zhang, ChenHao Pei, LiangYu Li. Inter-vehicle distance estimation method based on monocular vision using 3D detection[J]. IEEE Transactions on Vehicular Technology, 2020,69(5): 4907-4919.

3、Liqin Huang, Leijie Lin, Lin Pan*, Chenhao Pei, Huibin Chen. Region-aware multi-resolution learning for vehicle re-identification using mask. Journal of Electronic Imaging[J], 2020,29(6):063012.

4、Renbao Lian, Liqin Huang*. DeepWindow: Sliding Window Based on Deep Learning for Road Extraction From Remote Sensing Images[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020,13:1905-1916

5、Renbao Lian, Weixing Wang, Nadir Mustafa, Liqin Huang*. Road Extraction Methods in High-Resolution Remote Sensing Images: A Comprehensive Review[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020(13) : 5489-5507

6、Liqin Huang, Qingqing Yang, Junyi Wu, Yan Huang, Qiang Wu, Jingsong Xu*. Generated Data with Sparse Regularized Multi-Pseudo Label for Person[J]. IEEE Signal Processing Letters, 2020, 27(1): 391-395