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Selected Journal Papers   

  1. Sijie Niu, Qiang Chen, Luis de Sisternes, Theodore Leng and Daniel L. Rubin. Automated detection of foveal center in SD-OCT images using the saliency of retinal thickness maps. Medical Physcis , Vol. 44, No. 12, 2017: 6390-6403.

  2. Sijie Niu, Chenchen Yu, Qiang Chen, Songtao Yuan, Jiang Lin, Wen Fan, Qinghuai Liu. Multimodality analysis of Hyperreflective Foci and Hard Exudates in Patients with Diabetic Retinopathy. Scientific Reports, Vol. 7, No. 1, 2017: 1568.

  3. Sijie Niu, Qiang Chen, Luis de Sisternes, Zexuan Ji, Zeming Zhou, Daniel L. Rubin. Robust noise region-based active contour model via local similarity factor for image segmentation. Pattern Recognition, Vol. 61, 2017: 104-119.

  4. Zexuan Ji, Qiang Chen, Sijie Niu, Theodore Leng, Daniel L. Rubin. Beyond Retinal Layers: A Deep Voting Model for Automated Geographic Atrophy Segmentation in SD-OCT Images. Translational Vision Science & Technology, Vol. 7, No. 1, 2018: 1.

  5. Qiang Chen, Sijie Niu, et al. Automated choroid segmentation of three-dimensional SD-OCT images by incorporating EDI-OCT images. Computer Methods and Medicine, Accepted.

  6. 徐军，陈强*， 牛四杰. 青光眼视神经头参数与视网膜神经纤维层的相关性分析, 计算机辅助设计与图形学学报, Vol. 29, No. 6, 2017: 977-983.

  7. 陈强，徐军, 牛四杰. 基于随机森林的频谱域光学相干层析技术的图像视网膜神经纤维层分割, 电子与信息学报, Vol. 39, No. 5, 2017: 1101-1108.

  8. Qiang Chen, Sijie Niu, Songtao Yuan, Wen Fan, Qinghuai Liu. High–low reflectivity enhancement based retinal vessel projection for SD-OCT images. Medcial Physcis, Vol. 43, No. 10, 2017: 5464-5474.

  9. Sijie Niu, Luis de Sisternes, Qiang Chen, Daniel L. Rubin, Theodore Leng. Fully automated prediction of geographic atrophy growth using quantitative spectral-domain optical coherence tomography biomarkers. Ophthalmology, Vol. 123, No. 8, 2016: 1737-1750.

  10. Sijie Niu, Luis de Sisternes, Qiang Chen, Theodore Leng, and Daniel L. Rubin. Automated geographic atrophy segmentation for SD-OCT images using region-based C-V model via local similarity factor. Biomedical Optics Express, Vol. 7, No. 2, 2016: 581-600.

  11. Qiang Chen, Sijie Niu, Songtao Yuan, Wen Fan, Qinghuai Liu. Choroidal Vasculature Characteristics Based Choroid Segmentation for Enhanced Depth Imaging Optical Coherence Tomography Images. Medcial Physcis, Vol. 43, No. 4, 2016: 1649-1661.

  12. Sijie Niu, Luis de Sisternes, Qiang Chen, Theodore Leng, and Daniel L. Rubin. Automated Segmentation and Quantification in SD-OCT Images to Predict Future Geographic Atrophy Involvement. Investigative Ophthalmology Visual Science, Vol. 56, No. 7, 2015: 2839.

  13. Qiang Chen, Sijie Niu, Honglie Shen, Theodore Leng, Luis de Sisternes, Daniel L. Rubin. Restricted Summed-Area Projection for Geographic Atrophy Visualization in SD-OCT Images. Translational Vision Science & Technology, Vol. 4, No. 5, 2015: 1-4.

  14. Sijie Niu, Luis de Sisternes, Qiang Chen, Theodore Leng, and Daniel L. Rubin. Automated retinal layers segmentation in SD-OCT images using dual-gradient and spatial correlation smoothness constraint . Computers in Biology and Medicine, Vol. 54, 2014: 116-128.

  15. Qiang Chen, Wen Fan,Sijie Niu, Jiajia Shi, Honglie Shen, and Songtao Yuan. Automated choroid segmentation based on gradual intensity distance in HD-OCT images. Optics Express, Vol. 23, No.7, 2015: 8974-8994.

  16. Qiang Chen, Theodore Leng,Sijie Niu, Jiajia Shi, Luis de Sisternes, and Daniel L. Rubin. A false color fusion strategy for drusen and GA visualization in OCT images. Retina, Vol. 34, No.12, 2014: 2346-58.

  17. Idowu Paul Okuwobi, Qiang Chen,Sijie Niu, Loza Bekalo. Three-dimensional (3D) facial recognition and prediction. Signal, Image and Video Processing, Vol. 10, No. 6, 2016: 1151-1158.

  18. 牛四杰 , 陈强, 陆圣陶, 沈鸿烈. 应用多尺度三维图搜索的SD-OCT图像层分割. 计算机科学, Vol. 42, No. 9, 2015: 272-277.

  19. 谭海鹏, 曾炫杰, 牛四杰, 陈强, 孙权森. 基于正则化约束的遥感图像多尺度去模糊. 中国图象图形学报, Vol. 20, No. 3, 2015: 0386-0394.

  20. 陆圣陶, 陈强, 牛四杰 , 王玉萍. 基于图搜索和梯度弱化的SDOCT图像ILM层分割. 现代电子技术, Vol. 38, No. 4, 2015: 106-110.

  21. 王玉萍, 陈强, 陆圣陶, 牛四杰 , 沈宏烈. 分类法定量评估频谱光学相干层析图像杯盘比. 计算机辅助设计与图形学学报, Vol. 27, No. 8, 2015: 1539-1547.

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Selected Conference Papers

  1. Yubo Huang, Zexuan Ji, Qiang Chen, Sijie Niu. Geographic Atrophy Segmentation for SD-OCT Images by MFO Algorithm and Affinity Diffusion. Intelligence Science and Big Data Engineering, 2017, pages: 473-484.

  2. Sijie Niu, Qiang Chen, Luis de Sisternes, Daniel L. Rubin. Registration of SD-OCT en-face images with color fundus photographs based on local patch matching. International workshop on Ophthalmic Medical Image Computing and Computer Assisted Intervention (MICCAI 2014), 2014, pages: 25-32.

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