Research output per year
Research output per year
Search results
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2020
Dense Dilated Network with Probability Regularized Walk for Vessel Detection
Mou, L., Chen, L., Cheng, J., Gu, Z., Zhao, Y. & Liu, J., May 2020, In: IEEE Transactions on Medical Imaging. 39, 5, p. 1392-1403 12 p., 8886468.Research output: Journal Publication › Article › peer-review
Open Access -
Digital resolution enhancement in low transverse sampling optical coherence tomography angiography using deep learning
Zhou, T., Yang, J., Zhou, K., Fang, L., Hu, Y., Cheng, J., Zhao, Y., Chen, X., Gao, S. & Liu, J., 15 Jun 2020, In: OSA Continuum. 3, 6, p. 1664-1678 15 p.Research output: Journal Publication › Article › peer-review
Open Access -
High signal-to-noise ratio reconstruction of low bit-depth optical coherence tomography using deep learning
Hao, Q., Zhou, K., Yang, J., Hu, Y., Chai, Z., Ma, Y., Liu, G., Zhao, Y., Gao, S. & Liu, J., 1 Dec 2020, In: Journal of Biomedical Optics. 25, 12, 123702.Research output: Journal Publication › Article › peer-review
Open Access -
Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings with the Application on the Diagnosis of Alzheimer's Disease
Zhao, Y., Zhao, Y., Durongbhan, P., Chen, L., Liu, J., Billings, S. A., Zis, P., Unwin, Z. C., De Marco, M., Venneri, A., Blackburn, D. J. & Sarrigiannis, P. G., May 2020, In: IEEE Transactions on Medical Imaging. 39, 5, p. 1571-1581 11 p., 8901405.Research output: Journal Publication › Article › peer-review
Open Access -
JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation
Jiang, Y., Duan, L., Cheng, J., Gu, Z., Xia, H., Fu, H., Li, C. & Liu, J., Feb 2020, In: IEEE Transactions on Biomedical Engineering. 67, 2, p. 335-343 9 p., 8698800.Research output: Journal Publication › Article › peer-review
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Noise adaptation generative adversarial network for medical image analysis
Zhang, T., Cheng, J., Fu, H., Gu, Z., Xiao, Y., Zhou, K., Gao, S., Zheng, R. & Liu, J., Apr 2020, In: IEEE Transactions on Medical Imaging. 39, 4, p. 1149-1159 11 p., 8852672.Research output: Journal Publication › Article › peer-review
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Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering
Zhao, Y., Liu, Y., Xie, J., Zhang, H., Zheng, Y., Zhao, Y., Qi, H., Zhao, Y., Su, P. & Liu, J., Feb 2020, In: IEEE Transactions on Medical Imaging. 39, 2, p. 341-356 16 p., 8754802.Research output: Journal Publication › Article › peer-review
Open Access -
Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation
Yan, Q., Chen, B., Hu, Y., Cheng, J., Gong, Y., Yang, J., Liu, J. & Zhao, Y., Jun 2020, In: Artificial Intelligence in Medicine. 106, 101871.Research output: Journal Publication › Article › peer-review
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Universal digital filtering for denoising volumetric retinal OCT and OCT angiography in 3D shearlet domain
Yang, J., Hu, Y., Fang, L., Cheng, J. & Liu, J., 1 Feb 2020, In: Optics Letters. 45, 3, p. 694-697 4 p.Research output: Journal Publication › Article › peer-review
Open Access -
Upside-down position leads to choroidal expansion and anterior chamber shallowing: OCT study
Li, F., Li, H., Yang, J., Liu, J., Aung, T. & Zhang, X., 1 Jun 2020, In: British Journal of Ophthalmology. 104, 6, p. 790-794 5 p.Research output: Journal Publication › Article › peer-review
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2019
A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images
Fu, H., Baskaran, M., Xu, Y., Lin, S., Wong, D. W. K., Liu, J., Tun, T. A., Mahesh, M., Perera, S. A. & Aung, T., Jul 2019, In: American Journal of Ophthalmology. 203, p. 37-45 9 p.Research output: Journal Publication › Article › peer-review
Open Access124 Citations (Scopus)
- Citations
- Citation Indexes: 122
- Patent Family Citations: 2
- Policy Citations: 2
- Clinical Citations: 1
- Captures
- Readers: 140
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Automated retinal lesion detection via image saliency analysis
Yan, Q., Zhao, Y., Zheng, Y., Liu, Y., Zhou, K., Frangi, A. & Liu, J., 1 Oct 2019, In: Medical Physics. 46, 10, p. 4531-4544 14 p.Research output: Journal Publication › Article › peer-review
Open Access -
Automatic fibroatheroma identification in intravascular optical coherence tomography volumes
Yan, Q., Xu, M., Wong, D. W. K., Taruya, A., Tanaka, A., Liu, J., Wong, P. & Cheng, J., 19 Oct 2019, In: Journal of Ambient Intelligence and Humanized Computing. 14, 11, p. 15477-15483 7 p.Research output: Journal Publication › Article › peer-review
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CE-Net: Context Encoder Network for 2D Medical Image Segmentation
Gu, Z., Cheng, J., Fu, H., Zhou, K., Hao, H., Zhao, Y., Zhang, T., Gao, S. & Liu, J., Oct 2019, In: IEEE Transactions on Medical Imaging. 38, 10, p. 2281-2292 12 p., 8662594.Research output: Journal Publication › Article › peer-review
Open Access1874 Citations (Scopus)- Citations
- Citation Indexes: 1862
- Patent Family Citations: 2
- Captures
- Readers: 693
- Mentions
- News Mentions: 1
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基于深度学习OCT辅助诊断湿性年龄相关性黄斑变性算法的应用
Translated title of the contribution: The application value of deep learning OCT on wet age-related macular degeneration assisted diagnosisGong, Y., Gu, Z., Hu, Y., Liao, Y., Ye, T., Liu, D. & Liu, J., 10 Aug 2019, In: Zhonghua Shiyan Yanke Zazhi/Chinese Journal of Experimental Ophthalmology. 37, 8, p. 658-662 5 p.Research output: Journal Publication › Article › peer-review
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2018
Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter
Zhao, Y., Zheng, Y., Liu, Y., Zhao, Y., Luo, L., Yang, S., Na, T., Wang, Y. & Liu, J., Feb 2018, In: IEEE Transactions on Medical Imaging. 37, 2, p. 438-450 13 p., 8049478.Research output: Journal Publication › Article › peer-review
Open Access -
A wavelet-based correlation analysis framework to study cerebromuscular activity in essential tremor
Zhao, Y., Laguna, R. C., Zhao, Y., Liu, J. J., He, X., Yianni, J. & Sarrigiannis, P. G., 2018, In: Complexity. 2018, 7269494.Research output: Journal Publication › Article › peer-review
Open Access -
Disc-Aware Ensemble Network for Glaucoma Screening from Fundus Image
Fu, H., Cheng, J., Xu, Y., Zhang, C., Wong, D. W. K., Liu, J. & Cao, X., Nov 2018, In: IEEE Transactions on Medical Imaging. 37, 11, p. 2493-2501 9 p., 8359118.Research output: Journal Publication › Article › peer-review
Open Access -
Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation
Fu, H., Cheng, J., Xu, Y., Wong, D. W. K., Liu, J. & Cao, X., Jul 2018, In: IEEE Transactions on Medical Imaging. 37, 7, p. 1597-1605 9 p.Research output: Journal Publication › Article › peer-review
Open Access -
Learning supervised descent directions for optic disc segmentation
Li, A., Niu, Z., Cheng, J., Yin, F., Wong, D. W. K., Yan, S. & Liu, J., 31 Jan 2018, In: Neurocomputing. 275, p. 350-357 8 p.Research output: Journal Publication › Article › peer-review
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Optic Disc Segmentation from Retinal Fundus Images via Deep Object Detection Networks
Sun, X., Xu, Y., Zhao, W., You, T. & Liu, J., 1 Jul 2018, In: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2018, p. 5954-5957 4 p.Research output: Journal Publication › Article › peer-review
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Retinal vascular segmentation using superpixel-based line operator and its application to vascular topology estimation
Na, T., Xie, J., Zhao, Y., Zhao, Y., Liu, Y., Wang, Y. & Liu, J., Jul 2018, In: Medical Physics. 45, 7, p. 3132-3146 15 p.Research output: Journal Publication › Article › peer-review
Open Access -
Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis
Cheng, J., Li, Z., Gu, Z., Fu, H., Wong, D. W. K. & Liu, J., Nov 2018, In: IEEE Transactions on Medical Imaging. 37, 11, p. 2536-2546 11 p., 8361495.Research output: Journal Publication › Article › peer-review
Open Access -
2017
Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels
Srivastava, R., Duan, L., Wong, D. W. K., Liu, J. & Wong, T. Y., 1 Jan 2017, In: Computer Methods and Programs in Biomedicine. 138, p. 83-91 9 p.Research output: Journal Publication › Article › peer-review
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Quadratic divergence regularized SVM for optic disc segmentation
Cheng, J., Tao, D., Wong, D. W. K. & Liu, J., 1 May 2017, In: Biomedical Optics Express. 8, 5, p. 2687-2696 10 p.Research output: Journal Publication › Article › peer-review
Open Access -
Segmentation and quantification for angle-closure glaucoma assessment in anterior segment oct
Fu, H., Xu, Y., Lin, S., Zhang, X., Wong, D. W. K., Liu, J., Frangi, A. F., Baskaran, M. & Aung, T., Sept 2017, In: IEEE Transactions on Medical Imaging. 36, 9, p. 1930-1938 9 p., 7924386.Research output: Journal Publication › Article › peer-review
Open Access88 Citations (Scopus)- Citations
- Citation Indexes: 88
- Patent Family Citations: 1
- Captures
- Readers: 94
- Mentions
- News Mentions: 1
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Similarity regularized sparse group lasso for cup to disc ratio computation
Cheng, J., Zhang, Z., Tao, D., Wong, D. W. K., Liu, J., Baskaran, M., Aung, T. & Wong, T. Y., 1 Aug 2017, In: Biomedical Optics Express. 8, 8, p. 3763-3777 15 p., #294855.Research output: Journal Publication › Article › peer-review
Open Access -
2016
Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction
Cheng, J., Tao, D., Quan, Y., Wong, D. W. K., Cheung, G. C. M., Akiba, M. & Liu, J., Oct 2016, In: IEEE Transactions on Medical Imaging. 35, 10, p. 2270-2279 10 p., 7457249.Research output: Journal Publication › Article › peer-review
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2015
Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction
Fu, H., Xu, D., Lin, S., Wong, D. W. K. & Liu, J., 1 Apr 2015, In: IEEE Transactions on Biomedical Engineering. 62, 4, p. 1151-1158 8 p., 6967761.Research output: Journal Publication › Article › peer-review
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Robust multi-scale superpixel classification for optic cup localization
Tan, N. M., Xu, Y., Goh, W. B. & Liu, J., 1 Mar 2015, In: Computerized Medical Imaging and Graphics. 40, p. 182-193 12 p.Research output: Journal Publication › Article › peer-review
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Sparse dissimilarity-constrained coding for glaucoma screening
Cheng, J., Yin, F., Wong, D. W. K., Tao, D. & Liu, J., 1 May 2015, In: IEEE Transactions on Biomedical Engineering. 62, 5, p. 1395-1403 9 p., 7005484.Research output: Journal Publication › Article › peer-review
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2014
Automated analysis of angle closure from anterior chamber angle images
Baskaran, M., Cheng, J., Perera, S. A., Tun, T. A., Liu, J. & Aung, T., 9 Oct 2014, In: Investigative Ophthalmology and Visual Science. 55, 11, p. 7669-7673 5 p.Research output: Journal Publication › Article › peer-review
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Automatic nuclear cataract grading using image gradients
Srivastava, R., Gao, X., Yin, F., Wong, D. W. K., Liu, J., Cheung, C. Y. & Wong, T. Y., 1 Apr 2014, In: Journal of Medical Imaging. 1, 1, 014502.Research output: Journal Publication › Article › peer-review
Open Access -
Evaluation of image guided robot assisted surgical training for patient specific laparoscopic surgery
Yang, T., Toe, K. K., Chng, C. B., Huang, W., Chui, C. K., Liu, J. & Chang, S. K. Y., 2014, In: Lecture Notes in Computational Vision and Biomechanics. 13, p. 77-88 12 p.Research output: Journal Publication › Article › peer-review
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Incorporating privileged genetic information for fundus image based glaucoma detection
Duan, L., Xu, Y., Li, W., Chen, L., Wing, D. W. I. K., Wong, T. Y. I. & Liu, J., 2014, In: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 17, p. 204-211 8 p.Research output: Journal Publication › Article › peer-review
4 Citations (Scopus) -
Robotic learning of motion using demonstrations and statistical models for surgical simulation
Yang, T., Chui, C. K., Liu, J., Huang, W., Su, Y. & Chang, S. K. Y., 28 Sept 2014, In: International journal of computer assisted radiology and surgery. 9, 5, p. 813-823 11 p.Research output: Journal Publication › Article › peer-review
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2013
Automatic Diagnosis of Pathological Myopia from Heterogeneous Biomedical Data
Zhang, Z., Xu, Y., Liu, J., Wong, D. W. K., Kwoh, C. K., Saw, S. M. & Wong, T. Y., 14 Jun 2013, In: PLoS ONE. 8, 6, e65736.Research output: Journal Publication › Article › peer-review
Open Access -
Automatic glaucoma diagnosis through medical imaging informatics
Liu, J., Zhang, Z., Wong, D. W. K., Xu, Y., Yin, F., Cheng, J., Tan, N. M., Kwoh, C. K., Xu, D., Tham, Y. C., Aung, T. & Wong, T. Y., 2013, In: Journal of the American Medical Informatics Association : JAMIA. 20, 6, p. 1021-1027 7 p.Research output: Journal Publication › Article › peer-review
Open Access -
GPU-friendly gallbladder modeling in laparoscopic cholecystectomy surgical training system
Zhang, J., Zhou, J., Huang, W., Qin, J., Yang, T., Liu, J., Su, Y., Chui, C. K. & Chang, S., Jan 2013, In: Computers and Electrical Engineering. 39, 1, p. 122-129 8 p.Research output: Journal Publication › Article › peer-review
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Superpixel classification based optic disc and optic cup segmentation for glaucoma screening
Cheng, J., Liu, J., Xu, Y., Yin, F., Wong, D. W. K., Tan, N. M., Tao, D., Cheng, C. Y., Aung, T. & Wong, T. Y., 2013, In: IEEE Transactions on Medical Imaging. 32, 6, p. 1019-1032 14 p., 6464593.Research output: Journal Publication › Article › peer-review
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Validity of a new optic disc grading software for use in clinical and epidemiological research
Tham, Y. C., Cheung, C. Y., Wong, T. Y., Baskaran, M., Liu, J., Lee, B. H., Yin, F., Wong, D. W., Wang, J. J., Mitchell, P., Aung, T. & Cheng, C. Y., Dec 2013, In: Clinical and Experimental Ophthalmology. 41, 9, p. 842-852 11 p.Research output: Journal Publication › Article › peer-review
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2012
Efficient optic cup detection from intra-image learning with retinal structure priors.
Xu, Y., Liu, J., Lin, S., Xu, D., Cheung, C. Y., Aung, T. & Wong, T. Y., 2012, In: Unknown Journal. 15, Pt 1, p. 58-65 8 p.Research output: Journal Publication › Article › peer-review
21 Citations (Scopus) -
Peripapillary atrophy detection by sparse biologically inspired feature manifold
Cheng, J., Tao, D., Liu, J., Wong, D. W. K., Tan, N. M., Wong, T. Y. & Saw, S. M., 2012, In: IEEE Transactions on Medical Imaging. 31, 12, p. 2355-2365 11 p., 6298012.Research output: Journal Publication › Article › peer-review
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Reproducibility of Corneal Graft Thickness measurements with COLGATE in patients who have undergone DSAEK (Descemet Stripping Automated Endothelial Keratoplasty)
Wong, M. H. Y., Chew, A., Htoon, H. M., Lee, B. H., Cheng, J., Liu, J., Tan, D. T. & Mehta, J. S., 1 Aug 2012, In: BMC Medical Imaging. 12, 25.Research output: Journal Publication › Article › peer-review
Open Access -
Superpixel classification for initialization in model based optic disc segmentation.
Cheng, J., Liu, J., Xu, Y., Yin, F., Wong, D. W. K., Lee, B. H., Cheung, C., Aung, T. & Wong, T. Y., 2012, In: Unknown Journal. 2012, p. 1450-1453 4 p.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus) -
2011
A computer assisted method for nuclear cataract grading from slit-lamp images using ranking
Huang, W., Chan, K. L., Li, H., Lim, J. H., Liu, J. & Wong, T. Y., Jan 2011, In: IEEE Transactions on Medical Imaging. 30, 1, p. 94-107 14 p., 5530401.Research output: Journal Publication › Article › peer-review
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Validity of a new computer-aided diagnosis imaging program to quantify nuclear cataract from slit-lamp photographs
Cheung, C. Y. L., Li, H., Lamoureux, E. L., Mitchell, P., Wang, J. J., Tan, A. G., Johari, L. K., Liu, J., Lim, J. H., Aung, T. & Wong, T. Y., Mar 2011, In: Investigative Ophthalmology and Visual Science. 52, 3, p. 1314-1319 6 p.Research output: Journal Publication › Article › peer-review
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2010
A computer-aided diagnosis system of nuclear cataract
Li, H., Lim, J. H., Liu, J., Mitchell, P., Tan, A. G., Wang, J. J. & Wong, T. Y., Jul 2010, In: IEEE Transactions on Biomedical Engineering. 57, 7, p. 1690-1698 9 p., 5415679.Research output: Journal Publication › Article › peer-review
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Automated layer segmentation of optical coherence tomography images
Lu, S., Cheung, C. Y. L., Liu, J., Lim, J. H., Leung, C. K. S. & Wong, T. Y., Oct 2010, In: IEEE Transactions on Biomedical Engineering. 57, 10 PART 2, p. 2605-2608 4 p.Research output: Journal Publication › Article › peer-review
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Automatic area classification in peripheral blood smears
Xiong, W., Ong, S. H., Lim, J. H., Foong, K. W. C., Liu, J., Racoceanu, D., Chong, A. G. L. & Tan, K. S. W., Aug 2010, In: IEEE Transactions on Biomedical Engineering. 57, 8, p. 1982-1990 9 p., 5422754.Research output: Journal Publication › Article › peer-review
