Medical image analysis, ophthalmic image processing

2016/09-present: Ningbo Institute of Materials Technology and Engineering, CAS, Senior Engineer

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1.Mou Lei, Gu Yuanyuan, Liu Yonghuai, Jianyang Xie, Yalin Zheng,Yitian Zhao. Neirnet: Neighborhood Regularized Network for Retinal Artery and Vein Classification in Ultra-Wide-Field Imaging，Biomedical Signal Processing and Control.2025, Available at SSRN 5352969；

2.Mingen Zhang, Yuanyuan Gu, Xu Chen, Botian Zheng, Donghan Wu, Jinxian Zhang, Yufei Wu, Yonghuai Liu, Yitian Zhao.Enhancing Trustworthiness of Semantic Segmentation in Cataract Surgery Videos via Intra-Phase Label Propagation, IEEE Journal of Biomedical and Health Informatics, 2025, 1-12；

3.Zhang, Mingen, et al. "Integrating intra-phase coherence and intra-frame scene perception for panoptic segmentation in cataract surgery video." 2024 IEEE International Symposium on Biomedical Imaging (ISBI). IEEE, 2024.

4.Gu, Yuanyuan, et al. "A ranking-based multi-scale feature calibration network for nuclear cataract grading in AS-OCT images." Biomedical Signal Processing and Control 90 (2024): 105836.

5.Cao, Juan, et al. "MFA-UNet: A vessel segmentation method based on multi-scale feature fusion and attention module." Frontiers in Neuroscience 17 (2023): 1249331.