教育工作经历 2022年至今 复旦大学工程与应用技术研究院青年副研究员 2020-2022 复旦大学生物医学工程博士后 2014-2019 北京大学生物医学工程博士 2010-2014 中国矿业大学电气工程与自动化学士

智能医学影像分析，图像处理及优化算法研究，职业健康与预防医学新技术与装备

中国职业安全健康协会防毒专委会委员 IEEE Transactions on Neural Networks and Learning Systems、IEEE transactions on Image Processing、European Radiology等期刊审稿人

Guo, Y., Feng, J., Jiao, B., Cui, N., Yang, S., & Yu, Z*. (2022). A dual evolutionary bagging for class imbalance learning. Expert Systems with Applications, 206, 117843. Chen, G., Guo, Y., Huang, M., Gong, D., & Yu, Z*. (2022). A Domain Adaptation Learning Strategy for Dynamic Multi-objective Optimization. Information Sciences, 2022,606：328-349 Tang Z, Hau-San Wong*, Yu Z*. Privacy-Preserving Federated Learning with Domain Adaptation for Multi-Disease Ocular Disease Recognition. IEEE journal of Biomedical and health Informatics.2023 Hua K , Fang X*, Tang Z, Cheng Y, Yu Z*. DCAC-NET：A Novel Domain Generalization Optic Cup and Optic Disc Segmentation Pipeline with Multi-Region and Multi-Level Convolution Attention Mechanism Computers in Biology and Medicine.2023:107076. Guo Y, Feng J, Jiao B, Yu Z*. Manifold Cluster-Based Evolutionary Ensemble Imbalance Learning[J]. Computers & Industrial Engineering, 2021: 107523 Yu Z, Li M, Yang J, et al. A Benchmark Dual-Modality Dental Imaging Dataset and a Novel Cognitively Inspired Pipeline for High-Resolution Dental Point Cloud Synthesis[J]. Cognitive Computation, 2023: 1-12. Yu Z, Li X, Sun H, et al.Rapid Identification of COVID-19 Severity in CT Scans through classification of deep learning features[J]. Biomedical engineering online, 2020, 19(1): 1-13. Yu Z, Yan R, Yu Y, et al. Multiple Lesions Insertion: boosting diabetic retinopathy screening through Poisson editing[J]. Biomedical Optics Express, 2021, 12(5): 2773-2789. Yu Z, Xiang Q, Meng J, et al. Retinal image synthesis from multiple-landmarks input with generative adversarial networks[J]. Biomedical engineering online, 2019, 18(1): 62. Tang T#, Yu Z#, Xu Q, et al. A machine learning-based algorithm used to estimate the physiological elongation of ocular axial length in myopic children[J]. Eye and Vision, 2020, 7(1): 1-12. Ye, M., Yang, J., Li, J., Wang, Y., Chen, W., Zhu, L., ... & Yu, Z*. (2023). Progress in Mechanisms, Pathways and Cohort Studies About the Effects of PM2.5 Exposure on the Central Nervous System. Reviews of Environmental Contamination and Toxicology, 261(1), 7.