Jiang Liu

View Scopus Profile

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

  • 2020

    Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT

    Hao, J., Fu, H., Xu, Y., Hu, Y., Li, F., Zhang, X., Liu, J. & Zhao, Y., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 704-714 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12265 LNCS).

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

    Open Access
    7 Citations (Scopus)

  • 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
    47 Citations (Scopus)

  • Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image

    Zhou, K., Gao, S., Cheng, J., Gu, Z., Fu, H., Tu, Z., Yang, J., Zhao, Y. & Liu, J., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1227-1231 5 p. 9098374. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    Open Access
    62 Citations (Scopus)

  • 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

    15 Citations (Scopus)

  • SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading

    Tu, Z., Gao, S., Zhou, K., Chen, X., Fu, H., Gu, Z., Cheng, J., Yu, Z. & Liu, J., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1378-1382 5 p. 9098673. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    28 Citations (Scopus)

  • Techniques and Applications in Skin OCT Analysis

    Yow, A. P., Srivastava, R., Cheng, J., Li, A., Liu, J., Schmetterer, L., Tey, H. L. & Wong, D. W. K., 2020, Advances in Experimental Medicine and Biology. Springer, p. 149-163 15 p. (Advances in Experimental Medicine and Biology; vol. 1213).

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

    10 Citations (Scopus)

  • 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
    13 Citations (Scopus)

  • 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

    9 Citations (Scopus)
  • 2019

    2D transform-domain Fourier filters for eliminating microsaccade noise in en face optical coherence tomography angiography

    Yang, J., Fang, L., Hu, Y., Zhao, Y., Zheng, Y. & Liu, J., 2019, Optical Coherence Imaging Techniques and Imaging in Scattering Media III. Wojtkowski, M., Boppart, S. A. & Oh, W.-Y. (eds.). SPIE, 110781U. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11078).

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

    2 Citations (Scopus)

  • 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 Access
    116 Citations (Scopus)

  • Anterior Chamber Angles Classification in Anterior Segment OCT Images via Multi-Scale Regions Convolutional Neural Networks

    Hao, H., Zhao, Y., Fu, H., Shang, Q., Li, F., Zhang, X. & 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. 849-852 4 p. 8857615. (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

    20 Citations (Scopus)

  • Automated Iris Segmentation from Anterior Segment OCT Images with Occludable Angles via Local Phase Tensor

    Shang, Q., Zhao, Y., Chen, Z., Hao, H., Li, F., Zhang, X. & 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. 4745-4749 5 p. 8857336. (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

    8 Citations (Scopus)

  • 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
    7 Citations (Scopus)

  • 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

  • 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 Access
    1689 Citations (Scopus)

  • Conditional Adversarial Transfer for Glaucoma Diagnosis

    Wang, J., Yan, Y., Xu, Y., Zhao, W., Min, H., Tan, M. & 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. 2032-2035 4 p. 8857308. (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)

  • CS-Net: Channel and spatial attention network for curvilinear structure segmentation

    Mou, L., Zhao, Y., Chen, L., Cheng, J., Gu, Z., Hao, H., Qi, H., Zheng, Y., Frangi, A. & 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. 721-730 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

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

    193 Citations (Scopus)

  • DeepAMD: Detect Early Age-Related Macular Degeneration by Applying Deep Learning in a Multiple Instance Learning Framework

    Liu, H., Wong, D. W. K., Fu, H., Xu, Y. & Liu, J., 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Schindler, K., Jawahar, C. V., Li, H. & Mori, G. (eds.). Springer Verlag, p. 625-640 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11365 LNCS).

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

    13 Citations (Scopus)

  • Evaluation of retinal image quality assessment networks in different color-spaces

    Fu, H., Wang, B., Shen, J., Cui, S., Xu, Y., Liu, J. & Shao, L., 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. 48-56 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

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

    122 Citations (Scopus)

  • Exploiting reliability-guided aggregation for the assessment of curvilinear structure tortuosity

    Su, P., Zhao, Y., Chen, T., Xie, J., Zhao, Y., Qi, H., Zheng, Y. & 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. 12-20 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

    4 Citations (Scopus)

  • Glaucoma Detection Based on Deep Learning Network in Fundus Image

    Fu, H., Cheng, J., Xu, Y. & Liu, J., 2019, Advances in Computer Vision and Pattern Recognition. Springer London, p. 119-137 19 p. (Advances in Computer Vision and Pattern Recognition).

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

    35 Citations (Scopus)

  • Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries

    Zhang, S., Yan, Y., Yin, P., Qiu, Z., Zhao, W., Cao, G., Chen, W., Yuan, J., Higashita, R., Wu, Q., Tan, M. & Liu, 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. 43-51 9 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

    6 Citations (Scopus)

  • Hybrid Neural Network for Photoacoustic Imaging Reconstruction

    Lan, H., Zhou, K., Yang, C., Liu, J., Gao, S. & Gao, F., 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. 6367-6370 4 p. 8857019. (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

    12 Citations (Scopus)

  • Ki-GAN: Knowledge infusion generative adversarial network for photoacoustic image reconstruction in vivo

    Lan, H., Zhou, K., Yang, C., Cheng, J., Liu, J., Gao, S. & Gao, F., 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. 273-281 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11764 LNCS).

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

    40 Citations (Scopus)

  • Network Pruning for OCT Image Classification

    Yang, B., Zhang, Y., Cheng, J., Zhang, J., Mou, L., Hao, H., Zhao, Y. & Liu, 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. 121-129 9 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

    1 Citation (Scopus)

  • On the Application of Preaggregation Functions to Fuzzy Pattern Tree

    Su, P., Chen, T., Mao, H., Xie, J., Zhao, Y. & Liu, J., Jun 2019, 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019. Institute of Electrical and Electronics Engineers Inc., 8858922. (IEEE International Conference on Fuzzy Systems; vol. 2019-June).

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

    Open Access
    5 Citations (Scopus)

  • 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

    46 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

    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

    1 Citation (Scopus)
  • 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
    101 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

    8 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

    23 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

    21 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
    311 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
    715 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
    88 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

    41 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

    21 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

    27 Citations (Scopus)