2019年
1. Hao Wang, Jianlong Yang, Jianyang Xie, Shanshan Jiang, Kun Zhao, Yitian Zhao, Yan Hu, Jun Cheng, Yalin Zheng, Jiang Liu. Removal of microsaccade artifacts on en face OCT angiograms using hybrid frequency and wavelet filtering, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
2. Jianlong Yang, Xiaoxi Mu, Yitian Zhao, Liyang Fang, Yan Hu, Jun Cheng, Fei Li, Xiulan Zhang, Jiang Liu. Enhancing visibility of choroidal vasculature in OCT via attenuation compensation and coherence transport inpainting, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
3. Yalin Zheng, Hanjie Yao, Yaochun Shen, Yitian Zhao, Bryan Williams. Fully Convolutional Segmentation of Corneal Limbus and FovealBlood Vessels in Fluorescein Angiography, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
4. Zaiwang Gu, Yan Gong, Yan Hu, Peng Liu, Jun Cheng, Jianlong Yang, Yitian Zhao, Jiang Liu.Weaklysupervised Convolution Neural Network based OCT image classification and Lesion Localization, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
5. Shanshan Jiang, Zaiwang Gu, Yan Hu, Jianlong Yang, Jun Cheng, Yitian Zhao, Jiang Liu. An Edge Attention-based convolutional Neural Network for Pathological OCT Retinal Layer Segmentation, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
1. Hao Wang, Jianlong Yang, Jianyang Xie, Shanshan Jiang, Kun Zhao, Yitian Zhao, Yan Hu, Jun Cheng, Yalin Zheng, Jiang Liu. Removal of microsaccade artifacts on en face OCT angiograms using hybrid frequency and wavelet filtering, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
2. Jianlong Yang, Xiaoxi Mu, Yitian Zhao, Liyang Fang, Yan Hu, Jun Cheng, Fei Li, Xiulan Zhang, Jiang Liu. Enhancing visibility of choroidal vasculature in OCT via attenuation compensation and coherence transport inpainting, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
3. Yalin Zheng, Hanjie Yao, Yaochun Shen, Yitian Zhao, Bryan Williams. Fully Convolutional Segmentation of Corneal Limbus and FovealBlood Vessels in Fluorescein Angiography, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
4. Zaiwang Gu, Yan Gong, Yan Hu, Peng Liu, Jun Cheng, Jianlong Yang, Yitian Zhao, Jiang Liu.Weaklysupervised Convolution Neural Network based OCT image classification and Lesion Localization, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
5. Shanshan Jiang, Zaiwang Gu, Yan Hu, Jianlong Yang, Jun Cheng, Yitian Zhao, Jiang Liu. An Edge Attention-based convolutional Neural Network for Pathological OCT Retinal Layer Segmentation, Investigative Ophthalmology & Visual Science, XX(X): XXX. (Abstract)
6. Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yalin Zheng, Yifan Zhao, Jun Cheng, Jiang Liu, Topology Reconstruction of Tree-like Structure in Images via Structural Similarity Measure and Dominant Set Clustering, to be appeared in proceedings of CVPR, Long Beach, USA, June, 2019
7. Zaiwang Gu, Jun Cheng, Huazhu Fu, Yitian Zhao, Tianyang Zhang, Huaying Hao, Kang Zhou, Jiang Liu, CE-Net: Context Encoder Network for 2D Medical Image Segmentation, IEEE Transactions on Medical Imaging, 2019.
8. Jianlong Yang, Liyang Fang, Yan Hu, Yitian Zhao，Yalin Zheng , Jiang Liu. 2D Transform-domain Fourier Filters for Eleimintating Microsaccade Noise in en face Optical Coherence Tomography Angiography, to be appeared in proceedings of SPIE European Conferences on Biomedical Imaging, 2019.
9. Pan Su, Tianhua Chen, Haoyu Mao, Jianyang Xie, Yitian Zhao, Jiang Liu. On the Application of Preaggregation Functions to Fuzzy Pattern Tree. to be appeared in proceedings of FUZZ-IEEE 2019.
10. Jianlong Yang, Huihong Zhang, Kang Zhou, Fei Li, Ce Zheng, Yan Hu, Xiulan Zhang, Jiang Zhang, Eliminating retinal vessel shadows in en face choroidal OCT via generative adversarial networks ARVO Imaging Conference, 2019.
11. Huazhu Fu, Jiang Liu et al., A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images, American Journal of Ophthalmology, 2019.
2018年
1. Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu, Automatic 2D/3D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter, IEEE Transactions on Medical Imaging, 37(2): 438-450, 2018
2. H. Fu, Jun Cheng, Y. Xu, D. W. K. Wong, J. Liu and X. Cao, Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation, IEEE Transactions on Medical Imaging, vol. 37, no 7, pp. 1597-1605, 2018.
3. H. Fu, Jun Cheng, Y. Xu, C. Zhang, D. W. K.Wong, J. Liu, X. Cao, "Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image", IEEE Transactions on Medical Imaging, vol. 37, no. 11, pp. 2493-2501, 2018 .
4. Jun Cheng, "Sparse Range-constrained Learning and Its Application for Medical Image Grading", IEEE Transactions on Medical Imaging, vol. 37, no. 12, pp. 2729-2738, 2018.
5. Jun Cheng, Z. Li, Z. Gu, H. Fu, D. W. K. Wong, J. Liu，"Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis", IEEE Transactions on Medical Imaging, vol. 37, no. 11, pp. 2536-2546, 2018.
6. Yitian Zhao, Yalin Zheng, Zhili Chen, Peng Liu, Yifan Zhao, Jiang Liu, Uniqueness-Driven Saliency Analysis For Automated Abnormalities Detection with Application to Retinal Diseases, Proceedings of MICCAI, pp. 109-118, Granada, Spain, September, 2018.
7. Yitian Zhao, Jianyang Xie, Yalin Zheng, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Jiang Liu, Retinal Artery and Vein Classification via Dominant Sets Clustering-based Vascular Topology Estimation, Proceedings of MICCAI, pp. 56-64, Granada, Spain, September, 2018.
8. Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu, "Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT", Proceedings of MICCAI, pp. 356-363, 2018.
9. Zaiwang Gu, Peng Liu, Kang Zhou, Yuming Jiang, Haoyu Mao, Jun Cheng, Jiang Liu: DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling, COMPAY/OMIA@MICCAI 2018: 253-260.
10. Peng Liu, Zaiwang Gu, Fan Liu, Yuming Jiang, Shanshan Jiang, Haoyu Mao, Jun Cheng, Lixin Duan, Jiang Liu: Large-Scale Left and Right Eye Classification in Retinal Images. COMPAY/OMIA@MICCAI 2018: 261-268
11. Kang Zhou, Zaiwang Gu, Annan Li, Jun Cheng, Shenghua Gao, Jiang Liu: Fundus Image Quality-Guided Diabetic Retinopathy Grading. COMPAY/OMIA@MICCAI 2018: 245-252
12. Jianyang Xie, Yitian Zhao, Yalin Zheng, Jiang Liu, Yongtian Wang, Retinal Vascular Topology Estimation Via Dominant Sets Clustering. Proceedings of International Symposium on Biomedical Imaging (ISBI 2018), Washington DC, USA,.
13. Y Xu, L Duan, H Fu, Z Zhang, W Zhao, T You, T Y Wong, J Liu. Ocular Disease Detection from Multiple Informatics Domains, Proceedings of International Symposium on Biomedical Imaging (ISBI 2018), Washington DC, USA. (ORAL)
14. Y Xu, X Sun, W Zhao, T You, J Liu. Optic Disc and Cup Localization from Retinal Fundus Images Using Deep Object Detection Networks, Proceedings of International Symposium on Biomedical Imaging (ISBI 2018), Washington DC, USA.
15. X Sun, Y Xu, W Zhao, T You, J Liu. Optic Disc Segmentation from Retinal Fundus Images Via Deep Object Detection Networks. Proceedings of EMBC, 2018.
16. Y Jiang, H Xia, Y Xu, J Cheng, H Fu, L Duan, Z Meng, J Liu. Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection. Proceedings of EMBC, 2018.
17. Kang Zhou, Zaiwang Gu，Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu, Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading, Proceedings of EMBC, 2018.
18. Chang-Tong Yang, Krishna K Ghosh, Parasuraman Padmanabhan, Oliver Langer, Jiang Liu, Christer Halldin, Balázs Gulyás. “PET-MR and SPECT-MR multimodality Probes: Development and Challenges “, Theranostics, 2018, in press.[IF=8.766]
19. Yifan Zhao, Ramon Laguna, Yitian Zhao, John Yianni, Ptolemaios Sarrigiannis, Jimmy Liu Jiang and Xiong-xiong He, A wavelet-based correlation analysis framework to study cerebro-muscular activity in essential tremor, Complexity, 7269494, 2018 .
20. Tong Na, Jianyang Xie, Yitian Zhao, Yifan Zhao, Yue Liu, Yongtian Wang, Jiang Liu, Retinal Vascular Segmentation Using Superpixel-based Line Operator and Its Application to Vascular Topology Estimation, Medical Physics, 45(7): 3132-3146, 2018., 2018.
21. Pan Su, Tianhua Chen, Weifeng Xu, Xuqiang Shao, Hongtao Wang, Yitian Zhao*, Dominant-set-based Consensus for Fuzzy C-means Clustering Ensemble, proceedings of the International Conference of Machine Learning and Cybernetics (ICMLC), accepted 2018.
22. Harry Pratt, Bryan Williams, Yalin Zheng, Frans Coenen, Jae Ku, Charles Vas, Emma McCann, Baidaa Al-Bander, Yitian Zhao. Automatic detection and identification of retinal vessel junctions in colour fundus photography. Journal of Imaging, 4(1), 4, 2018.
23. C. W. Lim, Jun Cheng, E. L. T. Tay, H. Y. Teo, E. P. Y. Wong, V. K. Y. Yong, B. A. Lim, O. K. Hee, H. T. Wong, L. W. L. Yip, Optical coherence tomography of the macula and optic nerve head: microvascular density and test-retest repeatability in normal subjects, BMC ophthalmology, 2018.
24. V. C. H. Yip, H. T. Wong, V. K. Y. Yong, B. A. Lim, O. K. Heel，Jun Cheng, H. Fu, C. W. Lim, E. L. T. Tay, R. GLoo-Valdez, H. Y. Teo, A. P. H. Lim, L. W. L. Yip, Optical coherence tomography angiography of optic disc and macular vessel density in glaucoma and healthy eyes, Journal of Glaucoma, 2018.
25. Likun Xia, Jian Yang, Tao Han, Huiming Xu, Qi Yang, Yitian Zhao and Yongtian Wang, A Mobilized Automatic Human Body Measure System Using Neural Network, Multimedia Tools and Applications, pp.1-21, 2018.
26. Yonghuai Liu, Yitian Zhao, Yanquan Zhou, Yongjun Wang, Wei Huang, Jiwan Han, Yiguang Liu, Logistic Regression of Point Matches for Accurate Transformation Estimation, Proceedings of International Conference on 3D Vision (3DV), pp. 409-417， Verona, Italy, September, 2018.
27. Davide Borroni, Mike Beech, Bryan Williams, Rongjun Liu, Yitian Zhao, Baikai Ma, Vito Romano, Uazman Alam, Hong Qi, Stephen B Kaye, Yalin Zheng, Building a validated in vivo confocal microscopy (IVCM) dataset for the study of corneal nerves, Investigative Ophthalmology & Visual Science,59(9): 5719. (Abstract)
28. Hong Qi, Davide Borroni, Rongjun Liu, Bryan Williams, Mike Beech, Yitian Zhao, Baikai Ma, Vito Romano, Uazman Alam, Stephen B Kaye, Yalin Zheng, Automated detection of corneal nerves using deep learning, Investigative Ophthalmology & Visual Science,59(9): 5721. (Abstract)
29. Harry Pratt, Bryan Williams, Yalin Zheng, Frans Coenen, Jae Ku, Charles Vas, Emma McCann, Baidaa Al-Bander, Yitian Zhao. Automatic detection and identification of retinal vessel junctions in colour fundus photography. Journal of Imaging, 4(1), 4, 2018.
30. R. Srivastava, A. P. Yow, Jun Cheng, D. W. K. Wong, H. L. Tey, "3D graph-based skin layer segmentation in optical coherence tomography images for roughness estimation", Biomedical Optics Express, vol. 9, no. 8, pp. 3590-3606, 2018.
31. Li, Z. Niu, Jun Cheng, F. Yin, D. W. K. Wong, S. Yan, J. Liu, Learning Supervised Descent Directions for Optic Disc Segmentation, Neurocomputing, vol. 275, pp. 350-357 2018.
2017年
1. Kai Liu, Qi Liu, Junpeng Zhang, Yongliang Tian, Kewei Chen, Jinglong Wu, Jimmy Liu, Yiming Lei, Jing Zhang, Alveolar Bone Mineral Density Measurement using CBCT Images, Neuroscience and Biomedical Engineering, 5(1): 44-49, 2017.
2. Tao Yang, Chee Kong Chui, Weimin Huang, Zhenhua Jiang, Jiang Liu, Stacked Hidden Markov Model for Motion Intention Recognition, In proceeding of IEEE 2nd International Conference on Signal and Image Processing (ICSIP), Singapore, 2017.
3. Ee Ping Ong, Jun Cheng, Damon Wong, Jiang Liu, Elton L.T. Tay, Leonard W.L. Yip, Glaucoma Classification from Retina Optical Coherence Tomography Angiogram, In proceeding of 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Seogwipo, South Korea, 2017.
4. Fengli Yu, Jing Sun, Annan Li, Jun Cheng, Cheng Wan, Jiang Liu,Image Quality Classification for DR Screening Using Deep Learning, In proceeding of 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2017.
5. J. Cheng, Z. Zhang, D. Tao, D.W.K. Wong, J. Liu. Quadratic Divergence Regularized SVM For Optic Disc Segmentation, Biomedical Optics Express, ;8(5):2687-2696, 2017.
6. H. Fu, Y. Xu, S. Lin, X. Zhang, D. Wong, J. Liu, A. F. Frangi, M Baskaran and T Aung, Structure Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT, IEEE Transactions on Medical Imaging (TMI), 36(9): 1930-1938, 2017.
7. Di Niu, Peiyuan Xu, Cheng Wan, Jun Cheng, Jiang Liu, Automatic Localization of Optic Disc Based on Deep Learning in Fundus Images, In proceeding of 2nd International Conference on Signal and Image Processing, 2017.
8. J. Cheng, Z. Zhang, D. Tao, D.W.K. Wong, J. Liu, M. Baskaran. Similarity regularized sparse group lasso for cup to disc ratio computation. Biomedical Optics Express, 8(8), 3763, 2017.
9. Jing Sun, Cheng Wan, Jun Cheng, FengLi Yu, Jiang Liu, Retinal Image Quality Classification Using Fine-Tuned CNN(C), In proceeding of 4th MICCAI Workshop on Ophthalmic Medical Image Analysis, Quebec, Canada, 2017.
10. Peiyuan Xu, Cheng Wan, Jun Cheng, Di Niu, Jiang Liu, Optic Disc Detection via Deep Leaning in Fundus Images(C), In proceeding of 4th MICCAI Workshop on Ophthalmic Medical Image Analysis, Quebec, Canada, 2017.
11. B. M. Williams, B. Al-Bander, H. Pratt, S. Lawman, Y. Zhao, Y. Zheng and Y. Shen, Fast blur detecti on and parametric deconvolution of retinal fundus images，In proceeding of 4th MICCAI Workshop on Ophthalmic Medical Image Analysis, Quebec, Canada, 194-201, 2017.
12. Chang-Tong Yang, Krishna K. Ghosh, Parasuraman Padmanabhan, Oliver Langer, Jiang Liu,Christer Halldin, Balázs Z. Gulyás. PET probes for imaging pancreatic islet cells. Clinical and Translational Imaging. 5(6): 507-523，2017.
13. Yifan Zhao, Edward Hanna, Grant R. Bigg, and Yitian Zhao, Tracking Nonlinear Correlation for Complex Dynamic Systems Using a Windowed Error Reduction Ratio Method, Complexity, 8570720，2017.
14. Ian MacCormick, Yalin Zheng, Silvester Czanner, Yitian Zhao, Peter Diggle, Simon P Harding, Gabriela Czanner, Spatial statistical modelling of capillary non-perfusion in the retina, Scientific Reports, 7:16792, 2017.
15. 杨燕鹤,郭文毅,蒋珊珊,吴越,王浩,何可可,刘江,一种生物体尺寸非接触测量方法,201711308446.0
16. 杨燕鹤,郭文毅,蒋珊珊,吴越,王浩,何可可,刘江,一种角膜直径的测量方法,201711308312.9
17. 郭文毅,杨燕鹤,吴越,蒋珊珊,王浩,何可可,刘江,一种角膜直径的测量系统,201711310981.X
18. 王浩,郭文毅,杨燕鹤,吴越,何可可,蒋珊珊,刘江,一种用于非接触式测量角膜直径的标尺,201721713680.7
19. 吴越,杨燕鹤,郭文毅,蒋珊珊,何可可,王浩,刘江,角膜直径测量的标尺,201730627768.6
20. 杨燕鹤,郭文毅,何可可,吴越,王浩,蒋珊珊,刘江,用于PC端的图形用户界面（眼角膜测量系统）,201730626839.0
21. 杨燕鹤,郭文毅,王浩,吴越,蒋珊珊,何可可,刘江,用于通讯设备的图形用户界面（眼角膜测量系统）,201730627338.4
2016年
1. J. Cheng, D. Tao, Y. Quan, D.W. Wong, G. C. Cheung, M. Akiba, J. Liu, Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. IEEE Transactions on Medical Imaging (TMI), 35(10): 2270 – 2279, 2016.
2. Yanwu Xu, Lixin Duan, Huazhu Fu, Xiaoqin Zhang, Damon W.K.Wong, Baskaran Mani, Tin Aung, Jiang Liu. Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-rank Tensor Recovery. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
3. Yanwu Xu, Lixin Duan, Damon W.K. Wong, Tien Yin Wong, Jiang Liu. Semantic Reconstruction-based Nuclear Cataract Grading from Slit-lamp Lens Images. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
4. Huazhu Fu, Yanwu Xu, Stephen Lin, Damon W.K. Wong, Jiang Liu. DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
5. Ying Quan, Beng-Hai Lee, Ai Ping Yow, Zhuo Zhang, Damon Wing Kee Wong, Jiang Liu. AQUIR - A System to Generate Quantitative and Customized Vision Measurement Template. In proceeding of IEEE Region 10 Conference (TENCON), Singapore, 2016.
6. Ruchir Srivastava, Lixin Duan, DamonW.K.Wong, Jiang Liu, Tien Yin Wong. Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels. Computer Methods and Programs in Biomedicine, 138:83-91, 2016.
1. J. Cheng, D. Tao, Y. Quan, D.W. Wong, G. C. Cheung, M. Akiba, J. Liu, Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. IEEE Transactions on Medical Imaging (TMI), 35(10): 2270 – 2279, 2016.
2. Yanwu Xu, Lixin Duan, Huazhu Fu, Xiaoqin Zhang, Damon W.K.Wong, Baskaran Mani, Tin Aung, Jiang Liu. Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-rank Tensor Recovery. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
3. Yanwu Xu, Lixin Duan, Damon W.K. Wong, Tien Yin Wong, Jiang Liu. Semantic Reconstruction-based Nuclear Cataract Grading from Slit-lamp Lens Images. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
4. Huazhu Fu, Yanwu Xu, Stephen Lin, Damon W.K. Wong, Jiang Liu. DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field. In proceeding of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Athens, Greece, 2016.
5. Ying Quan, Beng-Hai Lee, Ai Ping Yow, Zhuo Zhang, Damon Wing Kee Wong, Jiang Liu. AQUIR - A System to Generate Quantitative and Customized Vision Measurement Template. In proceeding of IEEE Region 10 Conference (TENCON), Singapore, 2016.
6. Ruchir Srivastava, Lixin Duan, DamonW.K.Wong, Jiang Liu, Tien Yin Wong. Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels. Computer Methods and Programs in Biomedicine, 138:83-91, 2016.