个人简历
陈颖博士于1998年获得港澳宝典资料大全电路与系统本科学位，2003年获得声学博士学位。他的主要研究集中在生物医学信号处理和图像处理。2005到2006年，他收到法中应用基金会（FFCSA)的资助，在法国高等电力专科学校（supelec）进行了1年的博士后工作。2015年陈颖博士收到国家留学基金委资助，前往美国哈佛大学医学院作为访问学者工作1年。工作以来，他主持和参与了多项与房颤相关的项目，目前的研究兴趣包括了医学信号处理，图像处理，深度学习等。他的论文涵盖了医学和图像深度学习等多个领域。
代表成果
1.Chen Ying, Ning xinbao, Wang Zhenzhou, Xue longzeng, Wang Yelin, etc. Dynamical Correlation Dimension Analysis of Heart Electric Activities. Journal of Nanjing University (Natural Sciences) 2002; 38(1):20~28. 2.Chen Ying, Ning Xinbao, Wang Jun. Dynamical Analysis of the Nonlinearity in the Model of Acute Myocardial Ischemia. Journal of biomedical engineering 2004; 21(5):770-774.https://pubmed.ncbi.nlm.nih.gov/15553855/ 3.Chen Ying, Ning Xinbao, Wang Jun. Dynamical correlation dimension of acute myocardial infarction, Chinese Journal of Biomedical Engineering 2005; 24(3): 381-384. 4.Chen, Y.; Nash, M.P.; Ning, X.; Wang, Y.; Paterson, D.J.; Wang, J., The SARD variety of multifractality of ventricular epicardial mapping during ischemia, Chinese Science Bulletin 2006; 51( 7) : 809 – 814.https://link.springer.com/article/10.1007/s11434-006-0809-x 5.Chen, Y.; Nash, M.P.; Ning, X.; Wang, Y.; Paterson, D.J.; Wang, J., Multifractal ECG Mapping of Ventricular Epicardium During Regional Ischemia in the Pig, IEEE Transactions on Biomedical Engineering 2006; 53(10): 1920 – 1925.https://ieeexplore.ieee.org/document/1703742 6.Ying Chen, Zhong Wu, Cuiwei Yang, Jun Shao, Kelvin Kian Loong Wong, Derek Abbott. Investigation of Atrial Vulnerability by Analysis of the Sinus Node EG From Atrial Fibrillation Models Using a Phase Synchronization Method. IEEE Transactions on Biomedical Engineering 2012; 59(9): 2668-2676.https://ieeexplore.ieee.org/document/6268331 7.Yudan Huang, Ying Chen, Haochuan Zhu, Weifeng Li, Yun Ge, Xiaolin Huang, Jian He,A liver fibrosis staging method using cross-contrast network,Expert Systems with Applications 2019; 130: 124-131.https://www.sciencedirect.com/science/article/pii/S0957417419302234 8.Yunzhong Wang, Ziying Xu, Siyue Bai, Qiyuan Wang, Ying Chen, Weifeng Li, Xiaoling Huang & Yun Ge (2020) Intelligent painting identification based on image perception in multimedia enterprise, Enterprise Information Systems, DOI: 10.1080/17517575.2020.1755456 https://www.tandfonline.com/doi/full/10.1080/17517575.2020.1755456
9.Qiyuan Wang, Zhongmin Wang, Yu Sun, Xin Zhang, Weifeng Li, Yun Ge, Xiaolin Huang, Yun Liu, Ying Chen. SCCNN: A Diagnosis Method for Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma Based on Siamese Cross Contrast Neural Network. IEEE Access. 2020. vol. 8, pp. 85271-85283.https://ieeexplore.ieee.org/document/9086453
10、Hu Z, Cao D, Hu Y, Wang B, Zhang Y, Tang R, Zhuang J, Gao A, Chen Y, Lin Z. Diagnosis of in vivo vertical root fracture using deep learning on cone-beam CT images. BMC Oral Health. 2022 Sep 5;22(1):382. doi: 10.1186/s12903-022-02422-9. PMID: 36064682; PMCID: PMC9446797.https://pubmed.ncbi.nlm.nih.gov/36064682/
11、 Hu Z, Wang B, Pan X, Cao D, Gao A, Yang X, Chen Y and Lin Z (2022) Using deep learning to distinguish malignant from benign parotid tumors on plain computed tomography images. Front. Oncol. 12:919088. doi: 10.3389/fonc.2022.919088。https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2022.919088/full
12、Tong Wu, En-Xiang Shen, Zhi-Bin Jin, Yong Jiang, Ying Chen, Chao Tao, Jie Yuan, Yun Ge, Xiao-Jun Liu, Characterization of anisotropy of elastic modulus with three-dimensional freehand scan shear wave elasticity imaging, J. Med. Imag. 10(6) 066002 (17 November 2023) .https://doi.org/10.1117/1.JMI.10.6.066002 13、Weiyu Sun, Xinyu Zhang, Hao Lu, Ying Chen, Yun Ge, Xiaolin Huang, Jie Yuan, and Yingcong Chen. 2023. Resolve Domain Conflicts for Generalizable Remote Physiological Measurement. In Proceedings of the 31st ACM International Conference on Multimedia (MM '23). Association for Computing Machinery, New York, NY, USA, 8214–8224. https://doi.org/10.1145/3581783.3612265 14、Ying Sun , Yuening Wang , Kexin Gan , Yuxin Wang , Ying Chen , Yun Ge , Jie Yuan , Hanzi Xu . Reliable Delineation of Clinical Target Volumes for Cervical Cancer Radiotherapy on CT/MR Dual-Modality Images. J Digit Imaging. Inform. med. (2024). https://doi.org/10.1007/s10278-023-00951-5
15、X. Zhang, W. Sun and Y. Chen, Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization, in IEEE Signal Processing Letters, vol. 31, pp. 2595-2599, 2024, doi: 10.1109/LSP.2024.3430042.Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization | IEEE Journals & Magazine | IEEE Xplore
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