Selected Publications

• 2019
• [1] Junjie Hu, Yuanyuan Chen and Zhang Yi, Automated segmentation of macular edema in OCT using deep neural networks, Medical Image Analysis, 2019,55:216-227.

• 2018
• [1]Yuanyuan Chen and Zhang Yi, Locality-constrained least squares regression for subspace clustering, Knowledge-Based Systems. Available online 16 August 2018.
• [2]Junjie Hu, Yuanyuan Chen, Jie Zhong, Rong Ju,  and Zhang Yi, Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks. Early Access, IEEE Transactions on Medical Imaging. DOI:10.1109/TMI.2018.2863562
• Jianyong Wang, Rong Ju, Yuanyuan Chen, Lei Zhang, Junjie Hu, Yu Wu, Wentao Dong, Jie Zhong, Zhang Yi, Automated Retinopathy of Prematurity Screening Using Deep Neural Networks, EBioMedicine, In Press, 2018
• [4]Yuanyuan Chen, Lei Zhang and Zhang Yi, Subspace clustering using a low-rank constrained autoencoder. Information Sciences. 2018, 424: 27-38.

• Before 2018
• [1] Jianyong Wang, Lei Zhang, Yuanyuan Chen, and Zhang Yi, A New Delay Connection for Long Short-Term Memory Networks. International Journal of Neural Systems, 2017, 28(3):1750061.
• [2] Yuanyuan Chen, Lei Zhang and Zhang Yi, A Novel Low Rank Representation Algorithm for Subspace Clustering. International Journal of Pattern Recognition and Artificial Intelligence.2016, 30(04): 1650007-(01-16).
• [3] Yuanyuan Chen, Lei Zhang and Zhang Yi, Nearest Convex Hull Classification by using Lotka-Volterra Recurrent Neural Networks. Neurocomputing, 2014, 138(11): 157-166.