Publications

  • Journal Papers
2020
 

1.Yuming Jiang, Lixin Duan, Jun Cheng, Zaiwang Gu, Hu Xia, Huazhu Fu, Changsheng Li, Jiang Liu, "JointRCNN: A Region-based Convolutional Neural Network for Optic Disc and Cup Segmentation", IEEE Transactions on Biomedical Engineering (TBME), vol. 67, no. 2, pp. 1558-2531, 2020.

2.Huazhu Fu, Fei Li, and et.al., "AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography", Medical Image Analysis (MedIA), vol. 66, pp. 101798, 2020.   

3.Jiansheng Fang, Huazhu Fu, Jiang Liu, "Deep Triplet Hashing Network for Case-based Medical Image Retrieval", Medical Image Analysis (MedIA), in press.  

4.Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, and Jiang Liu, "Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network", IEEE Transactions on Cybernetics (TCyb), vol. 50, no. 7, pp. 3358-3366, 2020.

5. Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi,  Jiang Liu, Yonghuai Liu, Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy,  IEEE Transactions on Medical Imaging, 2020, in press
 
6. Yitian Zhao, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu and Yonghuai Liu. Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering, IEEE Transactions on Medical Imaging, 2020, 39(2): 341-356
 
7. Yuting Xiao, Shenghua Gao, Zhenjie Chai, Kang Zhou, Tianyang Zhang, Yitian Zhao, Jun Cheng, Jiang Liu, Open-Set Oct Image Recognition with Synthetic Learning, International Symposium on Biomedical Imaging (ISBI 2020)
 
8. Kang Zhou, Shenghua Gao , Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu,  Sparse-GAN: Sparsity-Constrained Generative Adversarial Network for Retinal OCT Image Anomaly Detection, International Symposium on Biomedical Imaging (ISBI 2020)
 
9.Zhenjie Chai, Kang Zhou, Jianlong Yang, Yuhui Ma, Zhi Chen, Shenghua Gao, Jiang Liu,Perceptual-assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography,International Symposium on Biomedical Imaging (ISBI 2020)
 
10. Xingjun Ma, Yuhao Niu，Lin Gu, Yisen Wang, Yitian Zhao, James Bailey, Feng Lu, Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems，Pattern Recognition, 2020, in press .
 
11.Jianlong Yang*, Yan Hu, Liyang Fang, Jun Cheng, Jiang Liu. Universal digital filtering for denoising volumetric retinal OCT and OCT angiography in 3D shearlet domain [J]. Optics Letters 45(3), 694-697 (2020).
 
12.Yan Hu, Jianlong Yang*, Jun Cheng, Jiang Liu. Noise redistribution and 3D shearlet filtering for speckle reduction in optical coherence tomography [C]. Accepted for publication in IEEE International Symposium on Biomedical Imaging 2020.
 
13.Yan Hu, Jianlong Yang, Linchun Xie, Yanhe Yang, Yitian Zhao, Jiang Liu. Motion-stabilized dual-mode handheld OCT angiography for versatile clinical scenarios [C]. Accepted for presentation at ARVO Annual Conference 2020.
 
14.Jianlong Yang, Ting Zhou, Kang Zhou, Shenghua Gao, Jiang Liu. Adversarial deep learning enables high-resolution reconstruction of wide-field OCT angiography from low transverse sampling [C]. Accepted for presentation at ARVO Annual Conference 2020.
 
15. Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu, Dense Dilated Network with Probability Regularized Walk for Vessel Detection, IEEE Transcation on Medical Imaging, 39(5): 1392-1403, 2020.
 
16.Yitian Zhao, Yifan Zhao, Jiang Liu and others, Imaging of nonlinear and dynamic functional brain connectivity based on EEG recordings with the application on the diagnosis of Alzheimer's disease,  IEEE Transactions on Medical Imaging, 39(5): 1571-1581, 2020. 
 
17.Brayn Williams, Davide Borroni, Rongjun Liu, Yitian Zhao, Jiong Zhang,... Yalin Zheng, An aritifical intenlligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study, Diabetologia, 63(2): 419-430, 2020. 
 
18. Xiaoqian Mao, Yitian Zhao, Bang Chen, Yuhui Ma, Zaiwang Gu, Shenshen Gu, Jianlong Yang, Jun Cheng, Yitian Zhao, Jiang Liu, Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images, EMBC, 2020, accepted.
 
19.Yuntong Tian, Yan Hu, Yuhui Ma, Huaying Hao, Lei Mou, Jianlong Yang, Yitian Zhao, Jiang Liu, Multi-Scale U-Net with Edge Guidance for Multimodal Retinal Image Deformable Registration, EMBC, 2020, accepted.
 
20.Qifeng Yan, Bang Chen, Yan Hu, Jun Cheng, Yan Gong, Jianlong Yang, Jiang Liu, Yitian Zhao*, Speckle Reduction of Optical Coherence Tomograms via Super-Resolution Reconstruction and Its Application on Retinal Layer Segmentation, Artificial Intelligence In Medicine, in press, 2020.
 
21.Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F Frangi, Masahiro Akiba, Jiang Liu, CS^2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging, Medical Image Analysis (MedIA), 2020. 
 
22.Chen H, Chen B, Zhang D, Jiong Zhang, Jiang Liu and Yrtian Zhao. Automatic Tortuosity Estimation of Nerve Fibers and Retinal Vessels in Ophthalmic Images[J]. Applied Sciences, 2020, 10(14): 4788.【project video】

 
23.Pan Su, Tianhua Chen, Jianyang Xie, Yalin Zheng, Hong Qi, Davide Borroni,  Yitian Zhao, Jiang Liu. Corneal Nerve Tortuosity Grading via Ordered Weighted Averaging‐based Feature Extraction[J]. Medical Physics, 2020.【project video】
 
24.Zhou T, Yang J, Zhou K, et al. Digital resolution enhancement in low transverse sampling optical coherence tomography angiography using deep learning[J]. OSA Continuum, 2020, 3(6): 1664-1678.【project video】
 
25.Hao J, Fu H, Xu Y, et al. Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT[J]. arXiv preprint arXiv:2006.05179, 2020.【project video】
 
26.Hao Zhang, Likun Xia, Ran Song, Jianlong Yang, Huaying Hao, Jiang Liu, Yitian Zhao, Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network, in: International Conference on Medical Image Computing and Computer-assisted Intervention,  2020, in press【project video】
 
27.H Hao, H Fu*, Y Xu, J Yang, F Li, X Zhang, J Liu, Y Zhao*, Open-Appositional- Synechial Anterior Chamber Angle Classification in AS-OCT Sequences , MICCAI, 2020
 
28.Q Shang, Y Zhao*, Z Chen, H Hao, F Li, X Zhang, J Liu, Automated iris segmentation from anterior segment oct images with occludable angles via local phase tensor, EMBC
 
29.H Hao, Y Zhao*, H Fu*, Q Shang, F Li, X Zhang, J Liu, Anterior chamber angles classification in anterior segment oct images via multi-scale regions convolutional neural networks, EMBC
 
30.F Li, H Li, J Yang, J Liu, T Aung, X Zhang, Upside-down position leads to choroidal expansion and anterior chamber shallowing: OCT study, British Journal of Ophthalmology 104 (6), 790-794, 2020
 
31.H Fu, F Li, Y Xu, J Liao, J Xiong, J Shen, J Liu, X Zhang, A retrospective comparison of deep learning to manual annotations for optic disc and optic cup segmentation in fundus photos , TVST, 2020
 
 
2019
 
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, 2019, 60(9): 148-148.
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, 2019, 60(9).
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, 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.
 
12. Pholpat Durongbhan, Yifan Zhao, Liangyu Chen, Panagiotis Zis, Matteo De Marco, Zoe C. Unwin, Annalena Venneri, Xiongxiong He, Sheng Li, Yitian Zhao, Daniel J. Blackburn, and Ptolemaios G. Sarrigiannis. A Dementia Classification Framework using Frequency and Time-frequency Features based on EEG signals. IEEETransactions on Neural Systems & Rehabilitation Engineering, 2019,  27(5): 826-835.
 
13. Kun Zhao, Yitian Zhao, Yalin Zheng, Hong Qi, Jiang Liu, Corneal Nerve Segmentation Using Weighted Local Phase Tensor, '23rd Conference in Medical Imaging, Understanding and Analysis (MIUA 2019), accepted.
 
14. Huaying Hao, Yitian Zhao, Huazhu Fu, Qiaoling Shang, Zhili Chen, Fei Li, Xiulan Zhang, Jiang Liu, Anterior Chamber Angles Classification in Anterior Segment OCT Images via Multi-Scale Regions Convolutional Neural Networks, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019: 849-852.
 
15. Qiaoling Shang, Yitian Zhao, Huaying Hao, Zhili Chen, Pan Su, Fei Li, Xiulan Zhang, Jiang Liu, Automated Iris Segmentation from Anterior Segment OCT Images with Occludable Angles Via Local Phase Tensor, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019: 4745-4749.
 
16. Rui Zhao, Yitian Zhao, Zhili Chen, Yifan Zhao, Jianlong Yang, Yan Hu, Jun Cheng, Jiang Liu, Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction, 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2019: 5589-5592.
 
17. Huazhu Fu, Boyang Wang, Jianbing Shen, Shanshan Cui, Yanwu Xu, Jiang Liu, Ling Shao, "Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces", in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Springer, Cham, 2019: 48-56.
 
18. Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu, "SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis", in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019, pp. 777-785. 
 
19. Pan Su, Yitian Zhao, Tianhua Che, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu, Exploiting Reliability-guided Aggregation for the Assessment of Curvilinear Structure Tortuosity, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019, pp. 12-20. 
 
20. Lei Mou, Yitian Zhao, Li Chen, Jun Cheng,... Hong Qi, Yalin Zheng, Alejandro Frangi, Jiang Liu, CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019, pp. 721-730.
 
21. Hengrong Lan, Kang Zhou, Changchun Yang，Jun Cheng，Jiang Liu, Shenghua Gao, and Fei Gao, Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction in vivo, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019.
 
22. Yitian Zhao, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu and Yonghuai Liu. Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering, IEEE Transactions on Medical Imaging, 2019
 
23. Shiwei Wang, Yulong Tang, Jianlong Yang, Haizhe Zhong, and D. Fan, "MoS2 Q-switched 2.8 µm Er: ZBLAN fiber laser," Laser Phys. 29, 25101 (2019)
 
24. H Qiu, Z Gu, L Mou, X Mao, L Fang, Y Zhao, J Liu, J Cheng. The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detection. OMIA workshop@MICCAI, 2019, pp. 104-111
 
25. Qifeng Yan, Yitian Zhao, Yalin Zheng, Yonghuai Liu, Kang Zhou,  Alejandro Frangi, Jiang Liu, Automated Retinal Lesion Detection via Image Saliency Analsysi, Medical Physics, 2019, 46(10): 4531-4544, 2019.
 
26.Bing Yang, Yi Zhang, Jun Cheng, Jin Zhang, Lei Mou, Huaying Hao, Yitian Zhao, Jiang Liu, Network Pruning for OCT Image Classification, International Workshop on Ophthalmic Medical Image Analysis, pp. 121-129
 
27.Joshua Bridge, Simon P Harding, Yitian Zhao, Yalin Zheng Dictionary Learning Informed Deep Neural Network with Application to OCT Images, International Workshop on Ophthalmic Medical Image Analysis, pp. 1-8
 
28.Likun Xia, Jian Yang, Tao Han, Huiming Xu, Qi Yang, Yitian Zhao, Yongtian Wang, A mobilized automatic human body measure system using neural network, Multimedia Tools and Applications, 78(9): 11291-11311, 2019.
 
29. Jun Cheng, Yitian Zhao, Yan Hu and Jiang Liu, Pixel Reconstruction for Speckle Reduction in 3D Optical Coherence Tomography of Retina, to be appeared in Proceedings of International Symposium on Biomedical Imaging (ISBI 2019) ,Venice, Italy, 2019.
 
30.Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu, Dense Dilated Network with Probability Regularized Walk for Vessel Detection, IEEE Transcation on Medical Imaging, 2019
 
31.Yitian Zhao, Yifan Zhao, Jiang Liu and others, Imaging of nonlinear and dynamic functional brain connectivity based on EEG recordings with the application on the diagnosis of Alzheimer's disease,  IEEE Transactions on Medical Imaging, 2019
 
32.Zhang T, Cheng J, Fu H, et al. Noise Adaptation Generative Adversarial Network for Medical Image Analysis[J]. IEEE Transactions on Medical Imaging, 2019.
 
33.Yan Q, Xu M, Wong D W K, A Taruya, A Tanaka, et al. Automatic fibroatheroma identification in intravascular optical coherence tomography volumes[J]. Journal of Ambient Intelligence and Humanized Computing, 2019: 1-7.
 
34.Brayn Williams, Davide Borroni, Rongjun Liu, Yitian Zhao, Jiong Zhang,... Yalin Zheng, An aritifical intenlligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study, Diabetologia, 2019, 2019: 1-12.
 
35.Li F, Li H, Yang J, et al. Upside-down position leads to choroidal expansion and anterior chamber shallowing: OCT study[J]. British Journal of Ophthalmology, 2019: bjophthalmol-2019-314418.
 
36.Lee J A, Liu P, Cheng J, et al. A Deep Step Pattern Representation for Multimodal Retinal Image Registration[C]//Proceedings of the IEEE International Conference on Computer Vision. 2019: 5077-5086.
 
37.Jiang Y, Duan L, Cheng J, Z Gu, H Xia, H Fu, C Li, J Liu. JointRCNN: A Region-based Convolutional Neural Network for Optic Disc and Cup Segmentation[J]. IEEE Transactions on Biomedical Engineering, 2019.

2018
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
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
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 ofInternational 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.

2015
1. Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Liu J., “Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction”, IEEE Transactions on Biomedical Engineering (TBME), (2015).CHENG J., YIN F.S.,

2. WONG W.K.DAMON., TAO D.C., LIU J. “Sparse dissimilarity-constrained coding for glaucoma screening”, IEEE Transactions on Biomedical Engineering (TBME) (2015).(Impact factor : 2.278)

3. N.M. Tan, Y. Xu,W.B. Goh, and J. Liu. Robust Multi-Scale Superpixel Classification for Optic Cup Localization,Computerized Medical Imaging and Graphics (CMIG) , 40: 182–193, 2015 Mar.

4. E.P. Ong, J.A. Lee, J. Cheng, B.H. Lee, G. Xu, A. Laude, S. Teo, T.H. Lim, D.W.K. Wong and J. Liu, “A Robust Outliers’ Elimination Approach for Multimodal Retina Image Registration”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015

5. J.A. Lee, J. Cheng, B.H. Lee, E.P. Ong, G. Xu, D.W.K. Wong, J. Liu, A. Laude and T.H. Lim, “A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration”, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, pp. 1046-1053

6. E.P. Ong, Y. Xu, D.W.K. Wong, J. Liu, “Retina Verification Using A Combined Points And Edges Approach”, ICIP 2015.

7. J. A. Lee , J. Cheng , G.Xu, E.P. Ong , B.H. Lee, D.W.K. Wong, J.Liu, “Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis” in Medical Image Computing and Computer-Assisted intervention(MICCAI). 2015

8. Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Damon W.K. Wong, Liu J. “Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso” in Medical Image Computing and Computer-Assisted intervention(MICCAI). 2015

9. Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Damon W.K. Wong, Tien Yin Wong, Liu J.“ Automatic Feature Learning for Glaucoma Detection based on Deep Learning” in Medical Image Computing and Computer-Assisted intervention(MICCAI). 2015

10. Ee Ping Ong, Jimmy Addison Lee, Jun Cheng , Guozhen Xu , Beng Hai Lee, Augustinus Laude , Stephen Teoh , Tock Han Lim , Damon W.K. Wong , Liu J. “A Robust Outliers’ Elimination Approach for Multimodal Retina Image Registration” in Medical Image Computing and Computer-Assisted intervention(MICCAI). 2015

11. Huazhu Fu, Dong Xu, Stephen Lin, Liu J., “Object-based RGBD Image Co-segmentation with Mutex Constraint”, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

12. Jimmy. L., CHENG J., LEE B.H., ONG E.P., XU G., WONG W.K.DAMON., LIU J., Augustinus Laude, LIM T.H. “A Low-dimensional Step Pattern Analysis Algorithm with Application to Multimodal Retinal Image Registration” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

13. LI ANNAN, CHENG J., YOW A.P., C. Wall, WONG W.K.DAMON., Hong Liang Tey, LIU J. “Epidermal Segmentation in High-Definition Optical Coherence Tomography”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2015.

14. ONG E.P.,JIMMY. A. L., CHENG J., LEE B.H., XU G., Augustinus Laude, Stephen Teo, LIM T.H., WONG W.K.DAMON., LIU J. An Augmented Reality Assistance Platform for Eye Laser Surgery”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2015.

15. Ruchir Srivastava, WONG W.K.DAMON., DUAN L.X., LIU J., Tien Yin Wong. ” Red Lesion Detection in Retinal Fundus Images using Frangi-based Filters”. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2015.

16. CHEN X.,XU Y.W., WONG W.K.DAMON., WONG T.Y., LIU J. “Glaucoma Detection based on Deep Convolutional Neural Network”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2015. 
CHEN X., XU Y.W., YIN F.S., ZHANG Z., WONG W.K.DAMON., WONG T.Y., LIU J. “Multiple Ocular Diseases

17. Detection based on Joint Sparse Multi-task Learning”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2015.

18. YIN F.S.,WONG W.K.DAMON., QUAN Y., YOW A.P., TAN N.M., KAVITHA G., LEE B.H., XU Y.W., ZHANG Z., CHENG J., LIU J. “A Cloud–based System for Automatic Glaucoma Screening“International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2015.

19. Ruchir Srivastava, CHENG J., WONG W.K.DAMON., LIU J. “USING DEEP LEARNING FOR ROBUSTNESS TO PARAPAPILLARY ATROPHY IN OPTIC DISC SEGMENTATION” ,IEEE International Symposium on Biomedical Imaging (ISBI) 2015

20. LIU H., XU Y.W., WONG W.K.DAMON., LIU J., Augustinus Laude, LIM T.H. “Central Vision Assessment through Gaze Tracking”, Asian Conference on Computer Aided Surgery (ACCAS)2015

21. Chin-Boon Chng, Yvonne Ho, Augustinus Laude, Liu J., Tock Han Lim, Chee-Kong Chui “ A Robotic System for Shared Control Laser Targeting During Retinal Surgery” Asian Conference on Computer Aided Surgery (ACCAS)2015

22. Xu Yanwu, Tan Ngan Meng, Liu Huiying, Yin Fengshou, Chen Xiangyu, Wong Wing Kee Damon, Liu J. “An Online Benchmark Platform for Fundus Image Based Ocular Disease Screening (ALBUMS)”, Asian Conference on Computer Aided Surgery (ACCAS)2015

23. XU Y.W., WONG W.K.DAMON., Tien Yin Wong, LIU J. Glaucoma Detection by Learning from Multiple Informatics Domains,MICCAI Workshop Ophthalmic Medical Image Analysis 2015

24. LIU H., XU Y.W., WONG W.K.DAMON., LIU J. “Effective Drusen Localization for Early AMD Screening using Sparse Multiple Instance Learning”. MICCAI Workshop Ophthalmic Medical Image Analysis 2015

25. XU MENGDI, CHENG J., WONG W.K.DAMON., Taruya Akira, Tanaka Atsushi, LIU J. “Automatic Image Classification in Intravascular Optical Coherence Tomography Images” MICCAI Workshop 2015

26. XU MENGDI, CHENG J., WONG W.K.DAMON., Taruya Akira, Tanaka Atsushi, LIU J. “Graph Based Lumen Segmentation in Optical Coherence Tomography Images”, International Conference on Information, Communications and Signal Processing (ICICS 2015)

27. YOW A.P., CHENG J., LI ANNAN, C. Wall, WONG W.K.DAMON., LIU J., Hong Liang Tey. “Skin Surface Topographic Assessment using in vivo High-Definition Optical Coherence Tomography” International Conference on Information, Communications and Signal Processing (ICICS 2015)

28. WONG W.K.DAMON., XU Y.W., LIU J., B. MANI, AUNG T.”Automatic Angle Closure Detection from 3D AS-OCT Imaging (ACAI)” ARVO Annual Meeting 2015

29. Chen Xiangyu*, Xu Yanwu, Liu Jiang, Wong Wing Kee Damon, Discriminative Feature Selection for Multiple Ocular Diseases Detection by Sparse Induced Multi-task Learning, 2015.6.24,新加坡, TD2015019

2014

1.CHENG J., WONG W.K., TAO D.C., M. Akiba, LIU J. “Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion” in Medical Image Computing and Computer-Assisted Intervention(MICCAI). 2014

2.XUY.W., WONG W.K.., WONG T.Y., LIU J. “Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation”, in Medical Image Computing and Computer-Assisted Intervention(MICCAI). 2014

3.Duan L.X., , XU Y.W., Wen Li, , WONG W.K.., WONG T.Y., LIU J. “Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection” in Medical Image Computing and Computer-Assisted Intervention(MICCAI). 2014

4.TAN N.M., XU Y.W., LIU J. etc. “Multi-Scale Superpixel Classification for Optic Cup Localization” IEEE International Symposium on Biomedical Imaging (ISBI) 2014

5.Liu J. etc. “Integration of multiple source data for glaucoma detection”, ARVO Annual Meeting 2014

6.CHENG J.,WONG W.K.DAMON., M. Akiba, LIU J. “Speckle Reduction in Optical Coherence Tomography by Matrix Completion using Bilateral Random Projection” International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2014

7.J. A. L., LEE B.H.,ONG E.P., WONG W.K.DAMON., LIU J., LIM T.H.“Geometric Corner Extraction in Retinal Fundus Images”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2014

8.YIN F.S.,WONG W.K.DAMON., YOW A.P., LEE B.H., QUAN Y., ZHANG Z., KAVITHA G., LI R., LIU J. “Automatic Retinal Interest Evaluation System (ARIES)” International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2014

9.XU MENGDI,CHENG J., WONG W.K.DAMON., Taruya Akira, Tanaka Atsushi, LIU J. “Automatic Atherosclerotic Heart Disease Detection in Intracoronary Optical Coherence Tomography Images”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)2014

10.XU Y.W., QUAN Y., Huang Y., TAN N.M., LI R., DUAN L., , LIU H., CHEN X., WONG W.K.DAMON., B. MANI, SHAMIRA P., AUNG T., WONG T.Y., LIU J. “Local Patch Reconstruction Framework for Optic Cup Localization in Glaucoma Detection”, International Conference of the IEEE Engineering in Medicine and BiologySociety (EMBC)2014

11.LIU H., XU Y.W., WONG W.K.DAMON., Augustinus Laude, LIM T.H., LIU J. “ACHIKO-D350: A dataset for early AMD detection and drusen segmentation”, in Medical Image Computing and Computer-Assisted Intervention(MICCAI) Workshop Ophthalmic Medical Image Analysis 2014

12.CHEN X. XU Y.W., ZHANG Z., WONG W.K.DAMON., LIU J., Duan Lixin “Multiple Ocular Diseases Detection by Graph Regularized Multi-label Learning”, in Medical Image Computing and Computer-Assisted Intervention(MICCAI) Workshop Ophthalmic Medical Image Analysis 2014

13.YIN F.S.,LI R., ZHANG Z., CHENG J., XU Y.W., WONG W.K.DAMON., TAN N.M., QUAN Y., YOW A.P., KAVITHA G., XU G., LIU J. “ACHIKO-M Database for High Myopia Analysis and Its Evaluation”, in Medical Image Computing and Computer-Assisted Intervention(MICCAI) Workshop Ophthalmic Medical Image Analysis 2014

14.ONG E.P., JIMMY. A. L., LEE B.H., Augustinus Laude, LIM T.H., WONG W.K.DAMON., LIU J. “A robust multimodal retina image registration approach”, ASTAR Scientific Conference 2014

15.LIU H., XU Y.W., WONG W.K.DAMON., LIU J. “Effective Drusen Segmentation from Fundus Images for Age-related Macular Degeneration Screening”, Asian Conference on Computer Vision (ACCV) 2014

16.CHEN X., XU Y.W., DUAN L., YAN S.C., ZHANG Z., WONG W.K.DAMON., LIU J. “Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning”, Asian Conference on Computer Vision (ACCV) 2014

17.LIU H., XU Y.W., WONG W.K.DAMON., LIU J. “Growcut-based Drusen Segmentation for Age-related Macular Degeneration Detection”, Visual Communications and Image Processing (VCIP) 2014

18.LI ANNAN, CHENG J., WONG W.K.DAMON., LIU J. “A Comparative Study on Macular Optical Coherence Tomography Image Alignment”, IEEE Conference on Biomedical Engineering and Sciences (IECBES) 2014

19.LI ANNAN, CHENG J., WONG W.K.DAMON., Hong Liang Tey, LIU J. “Structure-Preserving Multi-Scale Decompositions for Skin and Retinal OCT Image”, IEEE Conference on Biomedical Engineering and Sciences (IECBES) 2014

20.Xu Yanwu*, Liu Jiang, Duan Lixin, Wong Wing Kee Damon, Aung Tin, Baskaran Mani, Shamira Perera, Cross-sectional ASOCT Sequence Stabilization for Robust Primary Angle Closure Glaucoma Detection,2014.6.18,新加坡，TD2014007

21.Cheng Jun*, Liu Jiang, Wong Wing Kee Damon, Masahiro Akiba，Speckle Reduction in 3D Optical Coherence Tomography by Low Rank A-scan Reconstruction，2014.3.24,新加坡, TD2013102

22.Lim Tock Han*, Augustinus Laude,Lee Beng Hai, Liu Jiang, Wong Wing Kee Damon, Yow Ai Ping, Assistive Low Vision Aid (ALVA),2014.1.29, 新加坡，TD2013088

23.Cheng Jun*, Liu Jiang, Duan Lixin, Xu Yanwu, Wong Wing Kee Damon, Masahiro Akiba, Speckle Reduction in Swept Source Optical Coherence Tomography by

2013
1.XU Y.W., LIU J., ZHANG Z., TAN N.M., WONG W.K.DAMON., SAW S.M., WONG T.Y., “Learn to Recognize Pathological Myopia in Fundus Images Using Bag-of-feature and Sparse Learning Approach”, IEEE International Symposium on Biomedical Imaging (ISBI), 2013

2. TAN N.M., XU Y.W., LIU J.JIMMY., W.B. Goh, CHEUNG C., AUNG T., WONG T.Y., “Domain Prior Based Superpixel Propagation for Optic Cup Localization”, IEEE International Symposium on Biomedical Imaging (ISBI), 2013

3.Zhang Jielin, YIN F.S., WONG W.K.DAMON., LIU J., M. BASKARAN, C.Y. Cheng, WONG T.Y.” Optic Disk Localization by a Robust Fusion Method”, SPIE International Symposium on Medical Imaging (SPIE MEDICAL IMAGING), 2013

4.WONG W.K.DAMON., LIU J., X. Cheng, J. Zhang, YIN F.S., M. BHARGAVA, C.M. Cheung, WONG T.Y. “THALIA – AN AUTOMATIC HIERARCHICAL ANALYSIS SYSTEM TO DETECT DRUSEN LESION IMAGES FOR AMD ASSESSMENT”, IEEE International Symposium on Biomedical Imaging (ISBI), 2013

5.LIU J., XU Y.W., LEE B.H., , WONG W.K.DAMON., B. MANI, AUNG T., WONG T.Y. “Architecture for Angle Closure Glaucoma: Novel methods for Imaging, Risk Assessment and Screening (AGAR)”, ARVO Annual Meeting, 2013

6.SUN YING, M. Tan, ONG S.H. , LIU J. “AUTOMATIC NOTCH DETECTION IN RETINAL IMAGES”, IEEE International Symposium on Biomedical Imaging (ISBI), 2013

7. WONG W.K.DAMON., LIU J., YIN F.S., J. Zhang, TAN N.M., M. BHARGAVA, CHENG G.M.G., WONG T.Y. “An automated system for the detection of AMD-related drusen in retinal fundus images”, ARVO Annual Meeting, 2013

8.ZHANG Z., Kyung R.S., LIU J., YIN F.S., LEE B.H., WONG W.K.DAMON. “ACHIKO-K: Database of Fundus Images from Fundus Images from Glaucoma Patients”, IEEE Conference on Industrial Electronics and Applications (ICIEA)2013

9.YIN F.S., LIU J., WONG W.K.DAMON., TAN N.M., LEE B.H., CHENG J., , ZHANG Z., XU Y.W., GAO X.T. “ACHIKO-I Retinal Fundus Image Database and its Evaluation on Cup-to-Disc Ratio Measurement”, IEEE Conference on Industrial Electronics and Applications (ICIEA)2013

10.XU Y.W., LIU J., CHENG J., LEE B.H., WONG W.K.DAMON., B. MANI, SHAMIRA P., AUNG T. “Automated Anterior Chamber Angle Localization and Glaucoma Type Classification in OCT Images”, International Conference of the IEEE Engineering in Medicine and Biology Society Conference (EMBC) 2013

11.CHENG J., LIU J., YIN F.S., LEE B.H., WONG W.K.DAMON., AUNG T., C.Y. Cheng, WONG T.Y. “Self-assessment for optic disc segmentation”, International Conference of the IEEE Engineering in Medicine and Biology Society Conference (EMBC) 2013

12.LIU J., WONG W.K.DAMON., ZHANG Z., LEE B.H., GAO X.T., YIN F.S., J. Zhang “Integrating Research, Clinical Practice and Translation: the Singapore Experience”, International Conference of the IEEE Engineering in Medicine and Biology Society Conference (EMBC) 2013

13.DUAN Y.P., HUANG W.M., Chang H,YANG T., ZHOU J.Y., LIU J., Teo S-K, LIM C.W.C., SU Y., Chui Chee Kong, Stephen Kin Yong Chang “Synchronous Simulation for Deformation of Liver and Gallbladder with Stretch and Compression Compensation”, International Conference of the IEEE Engineering in Medicine and Biology Society Conference (EMBC) 2013

14.DUAN Y.P., HUANG W.M., Chang H, CHEN W.Y., , ZHOU J.Y., YANG T., LIU J., Teo S-K, Chi Wan Lim, SU Y., Chui Chee Kong, CHANG K.Y.S. “Modeling and Simulation of Soft Tissue Deformation”, MICCAI Workshop on Abdominal Imaging: Computational and Clinical Applications 2013

15.XU Y.W., STEPHEN L., WONG W.K.DAMON., LIU J., XU DONG. “Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)2013

16. XU Y.W., GAO X.T., STEPHEN L., WONG W.K.DAMON., LIU J., XU DONG, C.Y. Cheng, CHEUNG C., WONG T.Y. “Automatic Grading of Nuclear Cataracts from Slit-lamp Lens Images Using Group Sparsity Regression”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2013

17.CHENG J. , LIU J., TAO D.C., YIN F.S., WONG W.K.DAMON., WONG T.Y. “Superpixel Classification based Optic Cup Segmentation”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2013

18.YANG T., C.B. Chng, HUANG W.M., Chee Kong Chui, LIU J., Stephen Kin Yong Chang. “Evaluation of Image Guided Robot Assisted Surgical Training for Patient Specific Laparoscopic Surgery”, workshop of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2013

19.LIU J., XU Y.W., CHENG J., ZHANG Z., WONG W.K.DAMON., YIN F.S., WONG T.Y. “Multiple Modality Fusion for Glaucoma Diagnosis”, IFMBE INTERNATIONAL CONFERENCE ON HEALTH INFORMATICS (ICHI) 2013.

20.Ruchir Srivastava, GAO X.T., YIN F.S., WONG W.K.DAMON., LIU J.JIMMY., CHEUNG C., WONG T.Y. “Exploring Image Gradients for Nuclear Cataract Grading”,International Conference on Biomedical Engineering (ICBME)2013

21.YANG T. Chee Kong Chui, LIU J., HUANG W.M., CHANG K.Y. “Robotic Learning of Motion using Demonstrations and Statistical Models for Surgical Simulation”, International Journal of Computer Assisted Radiology and Surgery (IJCARS)2013

22.Cheng Jun*, Liu Jiang, Duan Lixin, Xu Yanwu, Wong Wing Kee Damon, Masahiro Akiba, Speckle Reduction in Swept Source Optical Coherence Tomography by Image Registration and Matrix Completion,2013.11.27, 新加坡，TD2013048

23.Yin Fengshou*, Wong Wing Kee Damon, Liu Jiang, Lee Beng Hai, Zhang Zhuo, Gopalakrishnan Kavitha, Quan Ying, Yow Ai Ping, ARIES-Automatic Retinal Interest Evaluation System, 2013.10.16, 新加坡，TD2013047

24.Zhang Zhuo*, Lee Beng Hai, Quan Ying, Yow Ai Ping, Wong Wing Kee Damon, Liu Jiang, Fam Han Bor, Automatic QUantitative customized vIsion measuRement template generator (AQUIR) , 2013.8.19, 新加坡，TD2013031

25.Gao Xinting*, Xu Yanwu, Wong Wing Kee Damon, Liu Jiang, Wong Tien Yin (SERI), Carol Cheung, Cheng Ching Yu, Automatic Nuclear Cataract Grading from Slit-lamp Lens Images Using GroupSparse Regression, 2013.2.25, 新加坡，TD2012103

2012
1.ZHANG Z., CHENG J., LIU J., Yeo C.M., SAW S.M., CHUI C.K. “Pathological Myopia Detection from Selective Fundus Image Features”, IEEE Conference on Industrial Electronics and Applications (ICIEA), 2012

2.WONG W.K.DAMON., LIU J., TAN N.M., YIN F.S., WONG T.Y., “AUTOMATIC DETECTION OF THE OPTIC CUP USING VESSEL KINKING IN DIGITAL RETINAL FUNDUS IMAGES”, IEEE International Symposium on Biomedical Imaging (ISBI), 2012

3.TAN N.M., LIU J., WONG W.K.DAMON., CHENG J., CHEUNG C., M. BASKARAN, AUNG T., WONG T.Y., “An Evaluation for an Automated Left and Right Eye Identification System for Digital Fundus Images for Glaucoma Diagnosis”, ARVO Association for Research in Vision and Ophthalmology Annual Meeting (ARVO), 2012

4.LIU J., YIN F.S., ZHANG Z., LEE B.H., CHEUNG C., B. MANI, AUNG T., WONG T.Y. “AGLAIA: A-Levelset based Automatic Cup-to-Disc Ratio Measurement for Glaucoma Diagnosis from Fundus Image”, ARVO Association for Research in Vision and Ophthalmology Annual Meeting (ARVO), 2012

5.Z. Liang, WONG W.K.DAMON., LIU J., TAN N.M., C.M. Cheung, M. Bhargava, WONG T.Y., “Automatic Fovea Detection in Retinal Fundus Images”, IEEE Conference on Industrial Electronics and Applications (ICIEA), 2012

6.LEE B.H., LIU J., Y.C. Tham, CHEUNG C., WONG T.Y., M. BASKARAN, Wang Jie Jin, P. MITCHELL, AUNG T., Cheng Ching Yu, “Reliability of a Novel Optic Disc Grading Software in Population Based Study”, ARVO Association for Research in Vision and Ophthalmology Annual Meeting (ARVO), 2012

7.YIN F.S., LIU J., WONG W.K.DAMON., TAN N.M., CHEUNG C., B. MANI, AUNG T., WONG T.Y., “Automated Segmentation of Optic Disc and Optic Cup in Fundus Images for Glaucoma Diagnosis”, International Symposium on Computer-Based Medical Systems (CBMS)2012.

8.YANG T., YANG L., CHUI C.K., MARCELO A., LIU J., HUANG W.M., SU Y., Stephen Kin Yong Chang., “Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training”, International Conference on Intelligent Autonomous Systems (IAS), 2012.

9.WONG W.K.DAMON., LIU J., LEE B.H., ZHANG Z., GAO X.T., CHEUNG C., B. MANI, WONG T.Y., “An ensembling approach for optic cup detection based on spatial heuristic analysis in retinal fundus images”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2012.

10.CHENG J., LIU J., XU Y.W., YIN F.S., WONG W.K.DAMON., LEE B.H., CHEUNG C., AUNG T., WONG T.Y. “Superpixel Classification for Initialization in Model Based Optic Disc Segmentation”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2012

11.CHENG X.G., WONG W.K.DAMON., LIU J., LEE B.H., TAN N.M., Zhang Jielin, C.Y. Cheng, CHENG G.M.G., WONG T.Y., “Automatic localization of retinal landmarks”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2012

12.XU Y.W., LIU J., TAN N.M., LEE B.H., WONG W.K.DAMON., B. MANI, SHAMIRA P., AUNG T.,” Anterior Chamber Angle Classification Using Multiscale Histograms of Oriented Gradients for Glaucoma Subtype Identification”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2012

13.XU Y.W., LIU J., CHENG J., YIN F.S., TAN N.M., WONG W.K.DAMON., B. MANI, C.Y. Cheng, WONG T.Y.” Efficient Optic Cup Localization Using Regional Propagation Based on Retinal Structure Priors”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2012

14.WONG W.K.DAMON, LIU J., TAN N.M., YIN F.S., CHENG X.G., Cheng Ching Yu, CHEUNG C., WONG T.Y., “Automatic Detection of the Macula in Retinal Fundus Images using Seeded Mode Tracking Approach”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2012

15.YIN F.S., LIU J. WONG W.K.DAMON., TAN N.M., CHENG J., C.Y. Cheng, Y.C. Tham, WONG T.Y., “Sector-based Optic Cup Segmentation with Intensity and Blood Vessel Priors”, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2012

16.CHENG J., WONG W.K.DAMON., CHENG X.G., LIU J., TAN N.M., M. Bhargava, C.M. Cheung, WONG T.Y., “Early Age-Related Macular Degeneration Detection by Focal Biologically Inspired Feature”, IEEE International Conference on Image Processing (ICIP) 2012

17.HUANG W.M., XIONG W., ZHOU J.Y., Zhang J., YANG T., LIU J., SU Y., LIM C.W.C., CHUI C.K., CHANG K.Y.,” 3D Shape Analysis for Liver-Gallbladder Anatomical Structure Retrieval”, Workshop of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2012

18.XU Y.W., LIU J., STEPHEN.L, XU DONG, CHEUNG C., AUNG T., WONG T.Y.,” Efficient Optic Cup Detection from Intra-Image Learning with Retinal Structure Priors”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2012

19.XU Y.W., LIU J., CHENG J., YIN F.S., TAN N.M., WONG W.K.DAMON., C.Y. Cheng, Y.C. Tham, WONG T.Y., “Efficient Optic Cup Localization Based on Superpixel Classification for Glaucoma Diagnosis in Digital Fundus Images”, International Conference on Pattern Recognition (ICPR) 2012

20.ZHANG Z., XU Y.W., LIU J., KWOH C. K., “Identify Predictive SNP groups in Genome Wide Association Study: A Sparse Learning Approach”, International Conference on Computational Systems Biology and Bioinformatics 2012

21.CHENG J.,LIU J., XU Y.W., YIN F.S., WONG W.K.DAMON., TAN N.M., C.Y. Cheng, Y.C. Tham, WONG T.Y., “Superpixel Classification based Optic Disc Segmentation”, Asian Conference on Computer Vison (ACCV) 2012

22.CHENG J., LIU J., WONG W.K.DAMON., TAN N.M., CHEUNG C., B. MANI, WONG T.Y., SAW S.M., “Peripapillary Atrophy Detection by Biologically Inspired Feature”, International Conference on Pattern Recognition (ICPR) 2012

23.WONG W.K.DAMON., LIU J., TAN N.M., YIN F.S., LEE B.H., Y.C. Tham, AUNG T., WONG T.Y.,” Detecting the optic cup excavation in retinal fundus images by automatic detection of vessel kinking”, International Conference on Pattern Recognition (ICPR) 2012

24.WONG W.K.DAMON., LIU J., TAN N.M., YIN F.S., CHENG X.G., C.M. Cheung, M. Bhargava, WONG T.Y., “Automatic localization of the macula in a supervised graph-based approach with contextual superpixel features”, International Conference on Pattern Recognition (ICPR) 2012

25.Liu Jiang*, Lee Beng Hai, Min Thet Htoo, Zhang Zhuo, Wong Wing Kee Damon, AEGIS – Augmented Eye Laser Treatment with Region Guidance for Intelligent Surgery, 2012.10.12, 新加坡，TD2012071

26.Xu Yanwu*, Liu Jiang, Cheng Jun, Yin Fengshou, Wong Wing Kee Damon, Cost-sensitive Linear Reconstruction based Optic Cup Localization, 2012.9.25, 新加坡，TD2012057

27.Cheng Jun*, Liu Jiang, Xu Yanwu, Yin Fengshou, Tan Ngan Meng, Wong Wing Kee Damon, Lee Beng Hai, Cheng Xiangang, Gao Xinting, Zhang Zhuo, Wong Tien Yin (SERI), Cheng Ching Yu, Carol Cheung, Baskaran Mani, Aung Tin, Automatic RetinA CDR AssessmenT (ARARAT), 2012.4.25, 新加坡，TD2012010

28.Xu Yanwu*, Liu Jiang, Wong Wing Kee Damon, Lee Beng Hai, Aung Tin, Baskaran Mani, Shamira Perera, Architecture for Angle Closure Glaucoma: Novel methods for Imaging, Risk Assessment and Screening (AGAR) , 2012.2.10, 新加坡，TD2011136

2011
1.HUANG, W.M. ZHOU J.Y., LIU, J.,etc.. “3D Shape Decomposition and Comparison for Gallbladder Modeling”, SPIE Intl Symp on Medical Imaging, 2011

2.CHENG J., LIU. J., etc. “Automatic Angle Grading using RetCam Images”, Asia Association for Research in Vision and Ophthalmology, 2011

3.LIU, J., etc. “AGLAIA System and Development Status”, Asia Association for Research in Vision and Ophthalmology, 2011

4.LEE, B.H., LIU, J., etc.” Corneal Graft Detection for Descemet’s Stripping Automated Endothelial Keratoplasty based on Optical Coherence Tomography Images”, Asia Association for Research in Vision and Ophthalmology, 2011

5.WONG, W.K.DAMON. LIU, J., etc. “Performance of Automatic Optic Nerve Head Detection based on Learnt Visual Features in Digital Fundus Photographs”, Asia Association for Research in Vision and Ophthalmology, 2011

6.ZHANG, Z. LIU, J., etc. “Introducing ORIGA: An Online Retinal Fundus Image Database for Glaucoma Analysis and Research”, Asia Association for Research in Vision and Ophthalmology, 2011

7.Liang Z.Y., ZHANG, Z., LIU, J., etc. “Detecting Epistasis SNPs in Post GWA Studies: A Case Study on epiMODE and AGL” , Asia Association for Research in Vision and Ophthalmology, 2011

8.YIN F.S.,LIU, J., etc.”Automatic Localization and Segmentation of Optic Nerve Head in Digital Fundus Images”, Asia Association for Research in Vision and Ophthalmology, 2011

9.TAN N.M.,LIU, J., etc.”Automatic Optic Cup segmentation in Digital Fundus Photographs”, Asia Association for Research in Vision and Ophthalmology, 2011

10.ENG H.O., KHEK Y.H., POH C.K., THAT M.H., LI L.Y., LIU, J.,” A New and Improved Version of a Novel Algorithm of Automatic Lesion Detection and Its Impact on the Diagnostic Yield of Capsule Endoscopy in Patients with Small Bowel Gastrointestinal Bleeding”, Digestive Disease Week, Mc CORMICK PLACE, CHICAGO IL, 2011.

11.B. MANI, CHENG J., SHAMIRA P., LIU, J., etc.”AUTOMATED ANGLE CLOSURE DETECTION USING NOVEL IMAGING SOFTWARE FOR WIDE-FIELD ANGLE IMAGES”, Asia Pacific Joint Glaucoma Congress, 2011

12.ZHANG J., HUANG W.M., ZHOU J.Y., YANG T., LIU J., etc. “Gallbladder Modeling and Simulation in Laparoscopic Cholecystectomy”, IEEE Conf Industrial Electronics and Applications,2011.

13.CHENG J., Tao D. C.,LIU J., etc. “Focal Biologically Inspired Feature for Glaucoma Type Classification”, Intl Conf Medical Image Computing and Computer Assisted Intervention, (MICCAI) 2011

14.XU Y.W.,XU DONG, STEPHEN L., LIU J., etc. “Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis”, Intl Conf Medical Image Computing and Computer Assisted Intervention, (MICCAI) 2011

15.LIU J., etc. “Automatic Glaucoma Diagnosis from Fundus Image”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2011

16.Jun Cheng, LIU J. etc. “Focal Edge Association to Glaucoma Diagnosis”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2011

17.Jun Cheng, LIU J., etc. “Automatic Optic Disc Segmentation with Peripapillary Atrophy Elimination”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2011

18.Chun siong lee, Liangjing Yang, Tao Yang, Chee Kong Chui, LIU J., etc. “Designing an Active Motor Skill Learning Platform with a Robot-Assisted Laparoscopic Trainer”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2011

19.Fengshou Yin, LIU J., etc. “Model-based Optic Nerve Head Segmentation on Retinal Fundus Images”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2011

20.Zhuo Zhang, Chee Keong Kwoh, LIU J., etc. “MRMR Optimized Classification for Automatic Glaucoma Diagnosis”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2011

21.Zehao Tan, Zhuo Zhang, LIU J., etc. “An hybrid framework for Genome Wide Epistasis Discovery”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2011

22.THAT M.H., POH C.K., LI L.Y., LIU J., “Vision-Based Techniques for Efficient Wireless Capsule Endoscopy Examination”, Defence, Science and Research Conference, 2011

23.CHUI C.K.,C.B. Chng, YANG T., R. Wen, HUANG W.M., LIU J., SU Y., CHANG K.Y.S.” Learning Laparoscopic Surgery by Imitation using Robot Trainer”, IEEE International Conference on Robotics and Biomimetics (ROBIO), 2011

24.MEHUL M., YANG L.J., YANG T., CHUI C.K., LIU J., HUANG W.M., SU Y., CHANG K.Y.S.”Designing an Active Motor Skill Learning Platform with a Robot-Assisted Laparoscopic Trainer”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2011

25.XIONG L.F.,YANG T., CHUI C.K., TEO C. L. , HUANG W.M., LIU J., SU Y., CHANG K.Y.S. “Analysis of Vascular Soft Tissue Division with Laparoscopic Scissors”, World Congress on Engineering and Technology (CET), 2011

26.Xu Yanwu*, Liu Jiang, Wong Wing Kee Damon, Tan Ngan Meng, Robust Graph Representation and Matching of Retina Image for Personal Identification and Recognition, 2011.11.16, 新加坡，TD2011088

27.Wong Wing Kee Damon*, Cheng Xiangang, Liu Jiang, Tan Ngan Meng, Lee Beng Hai, Yin Fengshou, Mayuri Bhargava, Cheung Gemmy, Wong Tien Yin (SERI), THALIA – an auTomatic Hierarchical Analysis system to detect drusen Lesion Images for AMD assessment, 2011.11.16, 新加坡，TD2011087

28.Poh Chee Khun*, Li Liyuan, That Mon Htwe, Liu Jiang, Lim Joo Hwee, HIGH ACCURATE GASTROINTESTINAL BLEEDING DETECTION FROM WIRELESS CAPSULE ENDOSCOPY (WCE) VIDEOS, 2011.7.11, 新加坡，TD2011037

29.Cheng Jun*, Liu Jiang, Wong Wing Kee Damon, Tan Ngan Meng, Saw Seang Mei, Wong Tien Yin (SERI), Focal Biologically Inspired Features for Perceptual Physiological Indicators Detection, 2011.6.17, 新加坡，TD2011025

30.Cheng Jun*, Liu Jiang, Wong Wing Kee Damon, Tan Ngan Meng, Saw Seang Mei, Wong Tien Yin (SERI), Focal Biologically Inspired Features for Perceptual Physiological Indicators Detection, 2011.6.17, 美国，TD2011025

2010
1.Liu J., D.W.K. Wong, J.H. Lim, N.M. Tan, S. Lu, Z. Zhang and H. Li, T.Y. Wong, “Automatic classification of pathological myopia in retinal fundus images using PAMELA”, SPIE Medical Imaging, Feb 2010.

2.D.W.K. Wong, Liu J., , J.H. Lim, N.M. Tan, S. Lu, Z. Zhang and H. Li, T.Y. Wong, “Enhancement of optic cup detection through an improved vessel kink detection framework” SPIE Medical Imaging, Feb 2010.

3.N.M. Tan, Liu J., D.W.K. Wong, J.H. Lim, S. Lu, Z. Zhang and H. Li, T.Y. Wong “Classification of left and right eye retinal images”, SPIE Medical Imaging, Feb 2010.

4.POH, C.K. THAT, M.H., LI, L.Y., LIU, J.., LIM, J.H., CHAN K.L., TAN P.C., SHEN, W.J.” Multi-Level Local Feature Classification for Bleeding Detection in Wireless Capsule Endoscopy images”, 2010

5.Chu Xinqi, POH, C.K., LI, L.Y., CHAN K. L. , YAN S.C., SHEN, W.J., THAT, M.H., LIU, J., LIM, J.H., ONG E.H., HO K.Y., THOMAS S.HUANG “Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization” Intl Conf Medical Image Computing and Computer Assisted Intervention, (MICCAI), 2010

6.ZHANG, Z. LEE, B.H., Liu J,, WONG, W.K.DAMON., TAN, N.M., LIM, J.H., YIN F.S., HUANG, W.M., LI, H.Q., WONG, T.Y. “Optic Disc Region of Interest Localization in Fundus Image for Glaucoma Detection in ARGALI”, IEEE Conf Industrial Electronics and Applications, 1686-1689, 2010

7.LEE, B.H., WONG, W.K.DAMON., TAN, N.M., ZHANG, Z., LIM, J.H., LI, H.Q., YIN F.S., Liu J,, HUANG, W.M., SAW S.M., LOUIS TONG, WONG T.Y. “Fusion of Pixel and Texture Features for the Detection of Pathological Myopia”, IEEE Conf Industrial Electronics and Applications, 2039-2042, 2010

8.WONG, W.K.DAMON. Liu J,, TAN, N.M., ZHANG, Z., LIM, J.H., LI, H.Q., YIN F.S., LEE, B.H., HUANG, W.M., WONG T.Y. “Method of Detecting Kink-bearing Vessels in a Retinal Fundus Image”, IEEE Conf Industrial Electronics and Applications, 2010

9.LU, S.J. , Liu J,., LIM, J.H., CHEUNG C., WONG T.Y. “Automatic Layer Segmentation of Optical Coherence Tomography Images”, IEEE Conf Industrial Electronics and Applications, 2010

10.XIONG, W. LIM, J.H., Ong, S.H. (Sim Heng), Liu J,., KEVIN TAN “AUTOMATIC CELL CLASSIFICATION AND POPULATION ESTIMATION IN BLASTOCYSTIS AUTOPHAGY IMAGES”, IEEE Intl Conf Image Processing, 2010

11.WONG, W.K.DAMON, Liu J,, TAN, N.M., ZHANG, Z., YIN F.S., LI, H.Q., LIM, J.H., LOUIS TONG, SAW S.M., WONG T.Y. “Automatic Detection of Peripapillary Atrophy in Digital Fundus Photographs”, ARVO Association for Research in Vision and Opthamology Annual Meeting, (Fort Lauderdale, ), 2010

12.LI, H.Q., LIM, J.H., Liu J,, WONG, W.K.DAMON., TAN, N.M., CHEUNG C., P. MITCHELL, TAN A., WANG J.J., WONG, T.Y. “Assessment of a computerized nuclear cataract grading system”, ARVO Association for Research in Vision and Opthamology Annual Meeting, (Fort Lauderdale, Florida , ), 2010

13.CHENG J., Liu J,, LEE, B.H., WONG, W.K.DAMON., YIN F.S., AUNG T., B. MANI, SHAMIRA P., WONG T.Y. “Closed Angle Glaucoma Detection in RetCam Images”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2010

14.ZHANG, Z., YIN F.S., Liu J,, WONG, W.K.DAMON., TAN, N.M., LEE, B.H., CHENG J., WONG T.Y. “ORIGA-light : An Online Retinal Fundus Image Database for Glaucoma Analysis and Research”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2010

15.ZHANG, Z., LIU, J.JIMMY., SIM X.L., TAY W.T., TAN Y.H., YIN F.S., WONG, T.Y. “Learning in Glaucoma Genetic Risk Assessment”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2010

16.LEE, B.H., Liu J,, TAN Z.H., E. HENG, CHENG J., TAN, N.M., WONG, W.K.DAMON., E TRUCCO, J. MEHTA, WONG T.Y. “Corneal Graft Detection for Descemet’s Stripping Automated Endothelial Keratoplasty using Optical Coherence Tomography”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2010

17.ZHANG J., HUANG, W.M., ZHOU J.Y., QIN J., LEE, B.H., JI D.X., Liu J,, SU Y., CHUI C.K., CHANG K.Y.S. “GPU-Friendly Gallbladder Modeling for Laparoscopic Cholecystectomy Simulation”, Intl Conf BioMedical Engineering and Informatics, 2010

18.ZHOU J.Y., HUANG, W.M., ZHANG J., Liu J,, CHUI C.K., CHANG K.Y.S. “Segmentation of Gallbladder from CT Images for A Surgical Training System”, Intl Conf BioMedical Engineering and Informatics, 2010

19.Liu J,. ZHANG, Z., WONG, W.K.DAMON., TAN, N.M., YIN F.S., LEE, B.H., CHENG J., WONG, T.Y. “Automatic GLaucoma Diagnosis and Its Genetic Association Study through Medical Image InformAtics (AGLAIA)” , THE DICOM INTERNATIONAL CONFERENCE & SEMINAR, 2010

20.Yang l. J. ZHANG J., , HUANG, W.M., ZHOU J.Y., Liu J,, SU Y., CHUI C.K., TEO C.L., CHANG K.Y. “Modeling Cutting Force of Laparoscopic Scissors”, Intl Conf BioMedical Engineering and Informatics, 2010

21.LI, H.Q., LIM, J.H., Liu J,, WONG, W.K.DAMON., FOO Y.F., SUN YING, WONG, T.Y. “Automatic Detection of PSC Opacity for Cataract Screening”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2010

22.WONG, W.K.DAMON., Liu J,, TAN, N.M., YIN F.S., LEE, B.H., WONG T.Y. “Learning-based approach for the automatic detection of the optic disc in digital retinal fundus photographs”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2010

23.TAN, N.M., Liu J,., WONG, W.K.DAMON., YIN F.S., LIM, J.H., WONG, T.Y. “Mixture Model-based Approach for Optic Cup Segmentation”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2010

24.LIANG Z.Y. WONG, W.K.DAMON., Liu J,., CHAN K.L., WONG T.Y. “Towards automatic detection of age-related macular degeneration”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2010

25.LI, H.Q. LIM, J.H., Liu J,, WONG, W.K.DAMON., WONG T.Y. “Feature Analysis in Slit-lamp Image for Nuclear Cataract Diagnosis”, Intl Conf BioMedical Engineering and Informatics, 2010

26.HUANG WEI, CHAN K.L., LI, H.Q., LIM, J.H., Liu J,, WONG, T.Y. “Content-based Medical Image Retrieval with Metric Learning via Rank Correlation”, Workshop on Intl Conf Medical Image Computing and Computer Assisted Intervention,

27.THAT, M.H., SHEN, W.J., LI, L.Y., POH, C.K., Liu J,, LIM, J.H., ENG H.O., KHEK Y.H. “Adaboost Learning for Small Ulcer Detection from Wireless Capsule Endoscopy (WCE) Images”, Asia Pacific Signal and Information Processing Association Annual Summit and Conf, 2010

28.Liu J,. WONG, W.K.DAMON., TAN, N.M., ZHANG, Z., YIN F.S., CHENG J., LEE, B.H., LIM, J.H., LI, H.Q., WONG, T.Y. “AGLAIA system architecture for Glaucoma Diagnosis” Asia Pacific Signal and Information Processing Association Annual Summit and Conf,, 2010

29.ONG E.H.D. HO K.Y., M. GOWANS, THAT, M.H., POH, C.K., SHEN, W.J., LI, L.Y., Liu J,., LIM, J.H. “The use of a Novel software system based on color-bar map display to improve the efficiency of diagnosis of small bowel bleeding with capsule endoscopy” Intl Conf on Capsule Endoscopy and Double Balloon Endoscopy, 2010

30.ONG E.H.D. HO K.Y., POH, C.K., SHEN, W.J., THAT, M.H., LI, L.Y., Liu J, LIM, J.H. “THE IMPACT OF A NOVEL ALGORITHM METHOD OF AUTOMATIC LESION DETECTION ON THE OUTCOME OF CAPSULE ENDOSCOPY IN PATIENTS WITH SMALL BOWEL GASTROINTESTINAL BLEEDING” United European Gastroenterology Week (UEGW) ,

31.HUANG, W.M. ZHOU J.Y., Liu J,, ZHANG J., null, RAO, S.D., SU Y., , CHUI C.K., CHANG K.Y.S. “3D Shape Decomposition for Gallbladder Anomaly Analysis” Asia Pacific Signal and Information Processing Association Annual Summit and Conf,, 2010

32.Fahad Hameed Ahmad, N. Sudha, Liu J, “Feature based nonrigid registration using quaternion subdivision”, Proceedings of International Conference on Medical Biometrics (LNCS), June 2010.

33.Perez-Rovira, Adria, Trucco, Emanuele, Wilson, Peter, Liu J, “Deformable Registration of Retinal Fluorescein Angiogram Sequences Using Vasculature Structures”, IEEE Intl Conf Engineering in Medicine and Biology Society, 2010

34.Liang Ziyang*, Zhang Zhuo, Liu Jiang, Wong Wing Kee Damon, Yin Fengshou, Wong Tien Yin (SERI),Integrating GWAS Analysis and Image Analysis for glaucoma (GAIA), 2010.10.15, 新加坡，TD2010069

35.Liang Ziyang*, Zhang Zhuo, Liu Jiang, Wong Wing Kee Damon, Yin Fengshou, Wong Tien Yin (SERI),Integrating GWAS Analysis and Image Analysis for glaucoma (GAIA), 2010.10.15,，TD2010069

36.Cheng Jun*, Wong Wing Kee Damon, Liu Jiang, Yin Fengshou, Wong Tien Yin (SERI), Carol Cheung, Aung Tin, Baskaran Mani，Optic Disc Segmentation using Preliminary Retina Structure Segmentation，2010.9.13, 新加坡，TD2010051

37.Cheng Jun*, Wong Wing Kee Damon, Liu Jiang, Yin Fengshou, Wong Tien Yin (SERI), Carol Cheung, Aung Tin, Baskaran Mani，Optic Disc Segmentation using Preliminary Retina Structure Segmentation，2010.9.13, 国际专利，TD2010051

38.Yang Tao*, Yang Liangjing, Liu Jiang, Chui Chee Kong, Huang Weimin, Zhang Jing, Zhou Jiayin, Lee Beng Hai, Tan Ngan Meng, Wong Wing Kee Damon, Yin Fengshou, Stephen Chang, Su Yi，Robotic Surgical Trainer for Imageguided Robot Assisted Surgical training，2010.4.29, 新加坡，TD2010015

39.Yang Tao*, Yang Liangjing, Liu Jiang, Chui Chee Kong, Huang Weimin, Zhang Jing, Zhou Jiayin, Lee Beng Hai, Tan Ngan Meng, Wong Wing Kee Damon, Yin Fengshou, Stephen Chang, Su Yi，Robotic Surgical Trainer for Imageguided Robot Assisted Surgical training，2010.4.29, 美国，TD2010015

40.Yang Tao*, Yang Liangjing, Liu Jiang, Chui Chee Kong, Huang Weimin, Zhang Jing, Zhou Jiayin, Lee Beng Hai, Tan Ngan Meng, Wong Wing Kee Damon, Yin Fengshou, Stephen Chang, Su Yi，Robotic Surgical Trainer for Imageguided Robot Assisted Surgical training，2010.4.29, 国际专利，TD2010015

41.Wong Wing Kee Damon*, Liu Jiang, Yin Fengshou, Tan Ngan Meng, Lee Beng Hai, Cheng Jun, Zhang Zhuo, Li Huiqi, Lim Joo Hwee, Wong Tien Yin (SERI)，Spatial Heuristics Ensembling，2010.4.23, 新加坡，TD2010012

42.Wong Wing Kee Damon*, Liu Jiang, Yin Fengshou, Tan Ngan Meng, Lee Beng Hai, Cheng Jun, Zhang Zhuo, Li Huiqi, Lim Joo Hwee, Wong Tien Yin (SERI)，Spatial Heuristics Ensembling，2010.4.23, 国际专利，TD2010012

43.Lee Beng Hai*, Liu Jiang, Cheng Jun, Tan Ngan Meng, Wong Wing Kee Damon, Jodhbir Mehta, Donald Tan Tiang Hwee, Wong Tien Yin (SERI)，COLGATE: COrneaL GrAft Thickness Evaluation based on Optical Coherence Tomography Image，2010.4.1,新加坡，TD2010003

44.Lee Beng Hai*, Liu Jiang, Cheng Jun, Tan Ngan Meng, Wong Wing Kee Damon, Jodhbir Mehta, Donald Tan Tiang Hwee, Wong Tien Yin (SERI)，COLGATE: COrneaL GrAft Thickness Evaluation based on Optical Coherence Tomography Image，2010.4.1,国际专利，TD2010003

45.Cheng Jun*, Lee Beng Hai, Liu Jiang, Aung Tin, Baskaran Mani, Wong Tien Yin (SERI), Shamira Perera，Intelligent Retcam Image Based Glaucoma Diagnosis，2010.1.18,美国，TD20100128

46.Cheng Jun*, Lee Beng Hai, Liu Jiang, Aung Tin, Baskaran Mani, Wong Tien Yin (SERI), Shamira Perera，Intelligent Retcam Image Based Glaucoma Diagnosis，2010.1.18,国际专利，TD20100128

2009
1.Liu J, Shijian Lu, Joo Hwee Lim, Zhuo Zhang, Ngan Meng Tan, Wing Kee Wong, Huiqi Li, Tien Yin Wong, ‘Photometric Correction of Retina Images by Polynomial Interpolation’, IEEE International Conference on Image Processing, 2009.

2.Wei Xiong, S. H. Ong, Qi Tian, Guozhen Xu, Jiayin Zhou, Liu J, S. K. Venkatash. CONSTRUCTION OF A LINEAR UNBIASED DIFFEOMORPHIC PROBABILISTIC LIVER ATLAS FROM CT IMAGES. IEEE International Conference on Image Processing, 2009.

3.Liu J, Wong DWK, Lim JH, Li H, Xin F, Jia X, Chan KL, Tan NM and Wong TY. ARGALI- an Automatic cup-to-disc Ratio measurement system for Glaucoma detection and AnaLysIs framework. SPIE Medical Imaging 2009 Feb 2009.

4.Wong DWK, Liu J, Lim JH, Li H, Jia H, Yin F and Wong TY. Automated detection of kinks from blood vessels for optic cup segmentation in retinal images. SPIE Medical Imaging 2009 Feb 2009.

5.Liu J, D.W.K. Wong, J.H. Lim, N.M. Tan, S. Lu, T.Y. Wong, Z. Zhang and H. Li, “Intelligent Systems for the Automated Detection and Analysis of Eye Diseases, Radiological Society of North America Annual Meeting (RSNA), Chicago, USA, 2009

6.Liu J., Z. Zhang, S.M. Chin, P.Y.L. Teo, D.W.K. Wong, N.M. Tan, J.H. Lim, S.Lu, H. Li and T.Y. Wong, ”Genome-Wide Association Study for Glaucoma,” the 2nd International Conference on Biomedical and Pharmaceutical Engineering (ICBPE), Singapore, Dec 2009.

7.D.W.K. Wong, Liu J., Z. Zhang, J. Lim, N. Tan, T. Wong, T. Aung, M. Sandar, H. Li and S. Lu,”Performance of an Automatic Software to Determine the Cup-to-Disc Ratio From Digital Fundus Photographs for Glaucoma Diagnosis”, Annual Meeting of the Association for Research in Vision and Ophthalmology 2009

8.S. Lu, Liu J., J.H. Lim, Z. Zhang, N.M. Tan, D.W.K. Wong, H. Li and T.Y. Wong, “Automatic fundus Image Classification for Computer-Aided Diagnosis, ” 31sh Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2009

9.D.W.K. Wong, Liu J., J.H. Lim, N.M. Tan, Z. Zhang, S. Lu, H. Li, M.H. Teo, K.L. Chan and T.Y. Wong, “Intelligent Fusion of Cup-To-Disc Ratio Determination Methods for Glaucoma Detection in ARGALI, ” 31sh Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2009

10.N.M. Tan, Liu J., D.W.K. Wong, J.H. Lim, Z. Zhang, S. Lu, H. Li, S.M. Saw, L. Tong and T.Y. Wong, ”Automatic Detection of Pathological Myopia Using Variational Level Set,” 31sh Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2009

11.Z.Zhang, Liu J., N.S Cherian, Y. Sun, J.H. Lim, D.W.K. Wong, N.M. Tan, S. Lu, H. Li and T.Y. Wong, ”Convex Hull Based Neuro-Retinal Optic Cup Ellipse Optimization in Glaucoma Diagnosis,” 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2009

12.Z. Zhang, Liu J., D.W.K. Wong, N.M. Tan, J.H. Lim, S. Lu, H. Li, Z. Liang and T.Y. Wong, “Neuro-Retinal Optic Cup Detection in Glaucoma Diagnosis “, International Conference on BioMedical Engineering and Informatics, Tianjin, China, 2009

13.W. Xiong, S.H. Ong, Q. Tian, J. Zhou, Liu J., S.K. Venkatash and G. Xu, “Construction of an unbiased diffeomorphic probabilistic atlas for single/multiple abdominal organs from CT images,” Radiological Society of North America Annual Meeting (RSNA), Chicago, USA, 2009

14.C.K. Poh, Z. Zhang, Z. Liang, L. Li and Liu J., “Feature Selection and Classification for Wireless Capsule Endoscopic Frames,” the 2nd International Conference on Biomedical and Pharmaceutical Engineering (ICBPE), Singapore, Dec 2009

15.D.W.K. Wong, N.M. Tan, Liu J., Z.Tan, Y. Tang, Z. Zhang, J.H. Lim, W.J. Ng, H. Li, S.Lu and T.Y.Wong, “Enhancement of Optic Cup Detection from ARGALI using Key Points”, the 2nd International Conference on Biomedical and Pharmaceutical Engineering (ICBPE), Singapore, Dec 2009

16.N.M. Tan, D.W.K. Wong, Liu J., W.J.Ng, Z. Zhang, J.H. Lim, Z. Tan, Y. Tang, H. Li, S.Lu and T.Y. Wong, “Automatic Detection of the Macula in the Retinal Fundus Image by Detecting Regions with Low Pixel Intensity”, the 2nd International Conference on Biomedical and Pharmaceutical Engineering (ICBPE), Singapore, Dec 2009

17.H. Li, J.H. Lim, Liu J., D.W.K. Wong, N.M. Tan, S. Lu, Z. Zhang and T.Y. Wong, “An Automatic Diagnosis System of Nuclear Cataract Using Slit-Lamp Images,” 31sh Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2009

18.W. Xiong, S.H. Ong, T. T. Le, J.H. Lim, Liu J. and K. Foong, “Combining a global SVM and local nearest-neighbor classifiers driven by local discriminative boundaries,” 4th IEEE Conference on Industrial Electronics and Applications (ICIEA), 2009.

19.W. Huang, H. Li, K.L. Chan, Liu J. and T.Y. Wong, “A Computer-aided Diagnosis System of Nuclear Cataract via Ranking,” 12th International Conference on Medical Image Computing and Computer Aided Intervention (MICCAI), London, UK, 2009

20.W. Xiong, S.H. Ong, C. Kang, J.H. Lim, Liu J., D. Raccoceanu and K. Foong, “Cell Clumping Quantification and Automatic Area Classification in Peripheral Blood Smear Images,” International Conference on BioMedical Engineering and Informatics, Tianjin, China, 2009

21.H. Li, J.H. Lim, Liu J., D.W.K. Wong, N.M. Tan, S. Lu, Z. Zhang and T.Y. Wong, “Computerized Systems for Cataract Grading,” International Conference on BioMedical Engineering and Informatics, Tianjin, China, 2009

22.Huang Weimin*, Liu Jiang, Zhou Jiayin, Zhang Jing, Lee Beng Hai, Wong Wing Kee Damon, Tan Ngan Meng, Zhang Zhuo, Yin Fengshou, Chui Chee Kong, Stephen Chang, Su Yi，Architecture for Image-guided Robot Assisted Surgical training (IRAS)，2009.11.26,新加坡，TD2009059

23.Huang Weimin*, Liu Jiang, Zhou Jiayin, Zhang Jing, Lee Beng Hai, Wong Wing Kee Damon, Tan Ngan Meng, Zhang Zhuo, Yin Fengshou, Chui Chee Kong, Stephen Chang, Su Yi，Architecture for Image-guided Robot Assisted Surgical training (IRAS)，2009.11.26,国际专利，TD2009059

24.Liu Jiang*, Zhang Zhuo, Wong Wing Kee Damon, Tan Ngan Meng, Yin Fengshou, Lee Beng Hai, Li Huiqi, Lim Joo Hwee, Carol Cheung, Aung Tin, Wong Tien Yin (SERI)，Architecture for Automatic GLaucoma Diagnosis and Its Genetic Association Study through Medical Image InformAtics (AGLAIA)，2009.10.13,新加坡，TD2009041

25.Liu Jiang*, Zhang Zhuo, Wong Wing Kee Damon, Tan Ngan Meng, Yin Fengshou, Lee Beng Hai, Li Huiqi, Lim Joo Hwee, Carol Cheung, Aung Tin, Wong Tien Yin (SERI)，Architecture for Automatic GLaucoma Diagnosis and Its Genetic Association Study through Medical Image InformAtics (AGLAIA)，2009.10.13,国际专利，TD2009041

26.Lu Shijian*, Liu Jiang, Lim Joo Hwee, Zhang Zhuo, Wong Wing Kee Damon, Li Huiqi, Tan Ngan Meng, Carol Cheung, Wong Tien Yin (SERI)，Automated Optical Coherence Tomography Segmentation for Computer-Aided Glaucoma Diagnosis，2009.10.9,美国，TD2009040

27.Li Huiqi*, Lim Joo Hwee, Liu Jiang, Wong Wing Kee Damon, Tan Ngan Meng, Zhang Zhuo, Lu Shijian, Wong Tien Yin (SERI)，Method and System for Automatic Grading of Nuclear Catarac，2009.4.13,国际专利，TD2009005

28.Zhang Zhuo*, Liu Jiang, Wong Wing Kee Damon, Lim Joo Hwee, Tan Ngan Meng, Li Huiqi, Lu Shijian, Wong Tien Yin (SERI)，Landmark-based computer-aided diagnosis system for glaucoma detection and analysis，2009.1.13,国际专利，TD2008106

2008
1.Liu J, Wong DWK, Lim JH, Li H, Jia X, Yin F and Xiong W. “Optic Cup and Disk Extraction from Retinal Fundus Images for Determination of Cup-to-Disc Ratio.” Proc. 3rd IEEE International Conference on Industrial Electronics and Applications Jun 2008; pp1828-1832.

2.Li H, Lim JH, Liu J, Wong DWK and Wong TY. “Computer Aided Diagnosis of Nuclear Cataract.” Proc. 3rd IEEE International Conference on Industrial Electronics and Applications Jun 2008; pp 1841-1844.

3.Li H, Ko L, Lim JH, Liu J, Wong DWK and Wong TY. Automatic opacity detection in retro-illumination images for cortical cataract diagnosis. IEEE International Conference on Multimedia & Expo Jun 2008; pp 553-556.

4.Wong DWK, Liu J, Lim JH, Jia X, Yin F, Li H, Xiong W and Wong TY. Intelligent Fusion in Automated Glaucoma Detection. Tenth IEEE International Conference on e-Health Networking, Applications & Services (IEEE Healthcom 2008) Jul 2008.

5.Liu J, Wong DWK, Ching KT, Chan KL, Lim JH, Tan NM, Li H and Wong TY. Comparison and Optimization of Methods for Intra-Disc Vascular Architecture Extraction. Tenth IEEE International Conference on e-Health Networking, Applications & Services (IEEE Healthcom 2008) Jul 2008

6.Li H, Ko L, Lim JH, Liu J, Wong DWK and Wong TY. Image Based Diagnosis of Cortical Cataract. 30th Annual International IEEE EMBS Conference (EMBC08) Aug 2008.

7.Wong DWK, Liu J, Lim JH, Jia X, Yin F, Li H and Wong TY. Level-Set Based Automatic Cup-To-Disc Ratio Determination Using Retinal Fundus Images. 30th Annual International IEEE EMBS Conference (EMBC08) Aug 2008.

8.Liu J, Wong DWK, Lim JH, Li H, Tan NM, Zhang Z, Wong TY and Lavanya R. ARGALI : An Automatic Cup-To-Disc Ratio Measurement System For Glaucoma Analysis Using Level-Set Image Processing. 13th International Conference on Biomedical Engineering (ICBME2008) Dec 2008.

9.Tan NM, Liu J, Wong DWK, Lim JH, Li H, Patil SB, Yu W and Wong TY. Automatic Detection of Left and Right Eye in Retinal Fundus Images. 13th International Conference on Biomedical Engineering (ICBME2008) Dec 2008.

10.W. Xiong, Q. Tian, Liu J., Y.Y. Qi., W.K. Leow, T. Han and S.C. Wang,”Performance Benchmarking of Liver CT Image Segmentation and Volume Estimation”, SPIE Medical Imaging, Feb 2008.

11.Liu J, J. H. Lim, and H. Li, “CALM: CAscading system with Leaking detection mechanism for Medical image segmentation”, SPIE Medical Imaging, Feb 2008.

12.Y. Qi, W. Xiong, W. Leow, Q. Tian, J. Zhou, Liu J., T. Han, S. Venkatesh, S.-C. Wang, “Semi-automatic Segmentation of Liver Tumors from CT Scans Using Bayesian Rule-based 3D Region Growing”, in 3D Segmentation In The Clinic: A Grand Challenge II Workshop at MICCAI 2008, Sep 2008.

13.W. Xiong, J. H. Lim, S. H. Ong, N.N. Tung, Liu J., D. Racoceanu, K. Tan, A. Chong, K. Foong, “Automatic Working Area Classification in Peripheral Blood Smears without Cell Central Zone Extraction,” in 30th Annual International IEEE EMBS Conference (EMBC08), Aug. 2008.

14.Liu J., J.H. Lim, D. Raccoceanu, H. Li and D.W.K. Wong, “Leaking detection for Medical image segmentation”, International Symposium on ICT for Health, Feb 2008.

15.W. Xiong, S. H. Ong, J. H. Lim, N.N. Tung, Liu J., D. Racoceanu, K. Tan, A. Chong, K. Foong, “Automatic Working Area Classification in Peripheral Blood Smears Using Spatial Distribution Features Across Scales,” 19th International Conference on Pattern Recognition, ICPR 2008, Dec. 2008

16.D.W.K. Wong, Liu J., F. Yin, Q. Tian, J. Zhou, W. Xiong, Y. Qi, T. Han, S.K. Venkatesh, S.-C. Wang, “A semi-automated method for liver tumor segmentation based on 2D region growing with knowledge-based constraint”, in 3D Segmentation In The Clinic: A Grand Challenge II Workshop at MICCAI 2008, Sep 2008

17.J. Zhou, W. Xiong, Q. Tian, Y. Qi, Liu J.., W. K. Leow, T. Han, S. K. Venkatesh, S.-C. Wang, “Semi-automatic Segmentation of 3D Liver Tumors from CT Scans Using Voxel Classification and Propagational Learning”, in 3D Segmentation In The Clinic: A Grand Challenge II Workshop at MICCAI 2008, Sep 2008.

18.Liu Jiang*, Wong Wing Kee Damon, Lim Joo Hwee, Li Huiqi, Tan Ngan Meng, Zhang Zhuo, Lu Shijian, Wong Tien Yin (SERI), Saw Seang Mei, Mya sandar, Louis Tong，PAMELA: PAthological Myopia dEtection through peripapilLary Atrophy，2008.11.28,国际专利，TD2008072

19.Wong Wing Kee Damon*, Liu Jiang, Lim Joo Hwee, Li Huiqi, Tan Ngan Meng, Wong Tien Yin (SERI)，Automatic kink detection for optic cup boundary determination in retinal images，2008.7.3,国际专利，TD2008021

20.Li Huiqi*, Lim Joo Hwee, Liu Jiang, Ko LiLing (Student), Wong Wing Kee Damon, Wong Tien Yin (SERI)，An Automatic Opacity Detection System for Cortical Cataract Diagnosi，2008.1.29,国际专利，TD2007066

2007
1.Liu J, Lim JH, Wong DWK, Jia X, Yin F, Li H and Wong TY. Image-Based Automatic Glaucoma Diagnosis. Asian Conference on Computer Aided Surgery Dec 2007.

2.LI, H.Q., LIM, J.H., Liu J,., WONG, T.Y. Towards Automatic Grading of Nuclear Cataract, IEEE Intl Conf Engineering in Medicine and Biology Society, Pp. 4961-4964, 2007

3.Li Huiqi*, Lim Joo Hwee, Liu Jiang, Ko LiLing (Student), Wong Wing Kee Damon, Wong Tien Yin (SERI)，An Automatic Opacity Detection System for Cortical Cataract Diagnosi，2008.1.29,国际专利，TD2007066

4.Liu Jiang*, Lim Joo Hwee, Wong Wing Kee Damon, Li Huiqi, Wong Tien Yin (SERI)，ARGALI: An Automatic Cup-toDisc Ratio Measurement System for Glaucoma Detection and AnaLysIs，2007.12.18,国际专利，TD2007047

5.Liu Jiang*, Lim Joo Hwee, Wong Wing Kee Damon, Li Huiqi, Wong Tien Yin (SERI)，ARGALI: An Automatic Cup-toDisc Ratio Measurement System for Glaucoma Detection and AnaLysIs，2007.12.18,国际专利，TD2007047

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