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个人简介

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

研究领域

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

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

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.

学术兼职

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

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