Jiang Liu

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Prof Jiang Liu

Guest Professor in Computer Science(0.2FTE)

Calculated based on number of publications stored in Pure and citations from Scopus
20032024

Research activity per year

Search results

  • 2019

    Pixel reconstruction for speckle reduction in 3d optical coherence tomography of retina

    Cheng, J., Zhao, Y., Hu, Y. & Liu, J., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1424-1427 4 p. 8759399. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • SkrGAN: Sketching-rendering unconditional generative adversarial networks for medical image synthesis

    Zhang, T., Fu, H., Zhao, Y., Cheng, J., Guo, M., Gu, Z., Yang, B., Xiao, Y., Gao, S. & Liu, J., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 777-785 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    45 Citations (Scopus)

  • Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction

    Zhao, R., Zhao, Y., Chen, Z., Zhao, Y., Yang, J., Hu, Y., Cheng, J. & Liu, J., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5589-5592 4 p. 8856445. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Structure-preserving guided retinal image filtering for optic disc analysis

    Cheng, J., Li, Z., Gu, Z., Fu, H., Wong, D. W. K. & Liu, J., 1 Jan 2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Elsevier, p. 199-221 23 p.

    Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

    6 Citations (Scopus)

  • The Channel Attention Based Context Encoder Network for Inner Limiting Membrane Detection

    Qiu, H., Gu, Z., Mou, L., Mao, X., Fang, L., Zhao, Y., Liu, J. & Cheng, J., 2019, Ophthalmic Medical Image Analysis - 6th International Workshop, OMIA 2019, Held in Conjunction with MICCAI 2019, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer, p. 104-111 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11855 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Topology reconstruction of tree-like structure in images via structural similarity measure and dominant set clustering

    Xie, J., Zhao, Y., Liu, Y., Su, P., Zhao, Y., Cheng, J., Zheng, Y. & Liu, J., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 8497-8505 9 p. 8953490. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Citations (Scopus)

  • 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

  • 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
    96 Citations (Scopus)

  • Automatic localization of optic disc using modified U-Net

    Gu, Z., Jiang, S., Lee, J., Xie, J., Cheng, J. & Liu, J., 15 May 2018, Proceedings of 2018 International Conference on Control and Computer Vision, ICCCV 2018. Association for Computing Machinery, p. 79-83 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images

    Yin, P., Tan, M., Min, H., Xu, Y., Xu, G., Wu, Q., Tong, Y., Risa, H. & Liu, J., 2018, Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 269-276 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • 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
    8 Citations (Scopus)

  • Combining Multiple Deep Features for Glaucoma Classification

    Li, A., Wang, Y., Cheng, J. & Liu, J., 10 Sept 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 985-989 5 p. 8462089. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    22 Citations (Scopus)

  • DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling

    Gu, Z., Liu, P., Zhou, K., Jiang, Y., Mao, H., Cheng, J. & Liu, J., 2018, Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 253-260 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    20 Citations (Scopus)

  • 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
    286 Citations (Scopus)

  • Fundus Image Quality-Guided Diabetic Retinopathy Grading

    Zhou, K., Gu, Z., Li, A., Cheng, J., Gao, S. & Liu, J., 2018, Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 245-252 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • 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
    663 Citations (Scopus)

  • Large-Scale Left and Right Eye Classification in Retinal Images

    Liu, P., Gu, Z., Liu, F., Jiang, Y., Jiang, S., Mao, H., Cheng, J., Duan, L. & Liu, J., 2018, Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 261-268 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • 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

    22 Citations (Scopus)

  • Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks

    Sun, X., Xu, Y., Tan, M., Fu, H., Zhao, W., You, T. & Liu, J., 2018, Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 236-244 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    17 Citations (Scopus)

  • Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading

    Zhou, K., Gu, Z., Liu, W., Luo, W., Cheng, J., Gao, S. & Liu, J., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2724-2727 4 p. 8512828. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    79 Citations (Scopus)

  • Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT

    Fu, H., Xu, Y., Lin, S., Wong, D. W. K., Mani, B., Mahesh, M., Aung, T. & Liu, J., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer Verlag, p. 356-363 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    40 Citations (Scopus)

  • Ocular disease detection from multiple informatics domains

    Xu, Y., Duan, L., Fu, H., Zhang, Z., Zhao, W., You, T., Wong, T. Y. & Liu, J., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 43-47 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection

    Jiang, Y., Xia, H., Xu, Y., Cheng, J., Fu, H., Duan, L., Meng, Z. & Liu, J., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 862-865 4 p. 8512400. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    20 Citations (Scopus)

  • 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

    24 Citations (Scopus)

  • PET-MR and SPECT-MR multimodality probes: Development and challenges

    Yang, C. T., Ghosh, K. K., Padmanabhan, P., Langer, O., Liu, J., Eng, D. N. C., Halldin, C. & Gulyás, B., 2018, In: Theranostics. 8, 22, p. 6210-6232 23 p.

    Research output: Journal Publication › Review article › peer-review

    Open Access
    60 Citations (Scopus)

  • Retinal artery and vein classification via dominant sets clustering-based vascular topology estimation

    Zhao, Y., Xie, J., Su, P., Zheng, Y., Liu, Y., Cheng, J. & Liu, J., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer Verlag, p. 56-64 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    36 Citations (Scopus)

  • 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
    13 Citations (Scopus)

  • Retinal vascular topology estimation via dominant sets clustering

    Xie, J., Zhao, Y., Zheng, Y., Su, P., Liu, J. & Wang, Y., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1458-1462 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • 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
    53 Citations (Scopus)

  • Uniqueness-driven saliency analysis for automated lesion detection with applications to retinal diseases

    Zhao, Y., Zheng, Y., Zhao, Y., Liu, Y., Chen, Z., Liu, P. & Liu, J., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer Verlag, p. 109-118 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    23 Citations (Scopus)
  • 2017

    AQUIR-a system to generate quantitative and customized vision measurement template

    Quan, Y., Lee, B. H., Yow, A. P., Zhang, Z., Wong, D. W. K. & Liu, J., 8 Feb 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 1540-1543 4 p. 7848274. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Automatic image classification in intravascular optical coherence tomography images

    Xu, M., Cheng, J., Wong, D. W. K., Taruya, A., Tanaka, A., Liu, J., Foin, N. & Wong, P., 8 Feb 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 1544-1547 4 p. 7848275. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • Automatic localization of optic disc based on deep learning in fundus images

    Niu, D., Xu, P., Wan, C., Cheng, J. & Liu, J., 29 Nov 2017, 2017 IEEE 2nd International Conference on Signal and Image Processing, ICSIP 2017. Institute of Electrical and Electronics Engineers Inc., p. 208-212 5 p. (2017 IEEE 2nd International Conference on Signal and Image Processing, ICSIP 2017; vol. 2017-January).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    19 Citations (Scopus)

  • 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

    68 Citations (Scopus)

  • Eye movement correction for 3D OCT volume by using saliency and center bias constraint

    Fu, H., Xu, Y., Wong, D. W. K. & Liu, J., 8 Feb 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 1536-1539 4 p. 7848273. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Generative caption for diabetic retinopathy images

    Wu, L., Wan, C., Wu, Y. & Liu, J., 2 Jul 2017, 2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017. Institute of Electrical and Electronics Engineers Inc., p. 515-519 5 p. (2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017; vol. 2018-January).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    20 Citations (Scopus)

  • Glaucoma classification from retina optical coherence tomography angiogram

    Ong, E. P., Cheng, J., Wong, D. W. K., Liu, J., Tay, E. L. T. & Yip, L. W. L., 13 Sept 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 596-599 4 p. 8036895. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Image quality classification for DR screening using deep learning

    Yu, F., Sun, J., Li, A., Cheng, J., Wan, C. & Liu, J., 13 Sept 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 664-667 4 p. 8036912. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    59 Citations (Scopus)

  • Optic disc detection via deep learning in fundus images

    Xu, P., Wan, C., Cheng, J., Niu, D. & Liu, J., 2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. & Arbel, T. (eds.). Springer Verlag, p. 134-141 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10554 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    16 Citations (Scopus)

  • PET probes for imaging pancreatic islet cells

    Yang, C. T., Ghosh, K. K., Padmanabhan, P., Langer, O., Liu, J., Halldin, C. & Gulyás, B. Z., 1 Dec 2017, In: Clinical and Translational Imaging. 5, 6, p. 507-523 17 p.

    Research output: Journal Publication › Review article › peer-review

    3 Citations (Scopus)

  • Preface

    Chen, X., Li, S., Trucco, E., Liu, J. J., Shi, Y. & Zou, B., Jan 2017, In: Computerized Medical Imaging and Graphics. 55, p. 1 1 p.

    Research output: Journal Publication › Editorial

  • 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
    21 Citations (Scopus)

  • Retinal image quality classification using fine-tuned CNN

    Sun, J., Wan, C., Cheng, J., Yu, F. & Liu, J., 2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. & Arbel, T. (eds.). Springer Verlag, p. 126-133 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10554 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    14 Citations (Scopus)

  • 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 Access
    81 Citations (Scopus)

  • 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
    23 Citations (Scopus)

  • Stacked Hidden Markov model for motion intention recognition

    Yang, T., Huang, W., Jiang, Z., Chui, C. K. & Jiang, L., 29 Nov 2017, 2017 IEEE 2nd International Conference on Signal and Image Processing, ICSIP 2017. Institute of Electrical and Electronics Engineers Inc., p. 266-271 6 p. (2017 IEEE 2nd International Conference on Signal and Image Processing, ICSIP 2017; vol. 2017-January).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)
  • 2016

    Automated basal cell carcinoma detection in high-definition optical coherence tomography

    Li, A., Cheng, J., Yow, A. P., Srivastava, R., Wong, D. W. K., Tey, H. L. & Liu, J., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2885-2888 4 p. 7591332. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Automated in vivo 3D high-definition optical coherence tomography skin analysis system

    Yow, A. P., Cheng, J., Li, A., Srivastava, R., Liu, J., Wong, D. W. K. & Tey, H. L., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3895-3898 4 p. 7591579. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    10 Citations (Scopus)

  • Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer

    Fu, H., Xu, Y., Wong, D. W. K., Liu, J., Baskaran, M., Perera, S. A. & Aung, T., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1288-1291 4 p. 7590942. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    15 Citations (Scopus)

  • Axial alignment for anterior segment swept source optical coherence tomography via robust low-rank tensor recovery

    Xu, Y., Duan, L., Fu, H., Zhang, X., Wong, D. W. K., Mani, B., Aung, T. & Liu, J., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Joskowicz, L., Sabuncu, M. R., Wells, W., Unal, G. & Ourselin, S. (eds.). Springer Verlag, p. 441-449 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9902 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)