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
20032025

Research activity per year

Search results

  • A Multi-Scale Self-Attention Network for Diabetic Retinopathy Retrieval

    Zeng, M., Fang, J., Miao, H., Zhang, T. & Liu, J., 13 Aug 2021, ICCCV 2021 - Proceedings of the 4th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 101-106 6 p. (ACM International Conference Proceeding Series).

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

  • A Multi-branch Hybrid Transformer Network for Corneal Endothelial Cell Segmentation

    Zhang, Y., Higashita, R., Fu, H., Xu, Y., Zhang, Y., Liu, H., Zhang, J. & Liu, J., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 99-108 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12901 LNCS).

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

    46 Citations (Scopus)

  • A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration

    Lee, J. A., Cheng, J., Lee, B. H., Ong, E. P., Xu, G., Wong, D. W. K., Liu, J., Laude, A. & Lim, T. H., 14 Oct 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 1046-1053 8 p. 7298707. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

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

    35 Citations (Scopus)

  • A-levelset-based automatic cup-to-disc ratio measurement for glaucoma diagnosis from fundus image

    Liu, J., Yin, F., Wong, D. W. K., Zhang, Z., Tan, N. M., Cheung, C., Baskaran, M., Aung, T. & Wong, T. Y., 1 Jan 2014, Image Analysis and Modeling in Ophthalmology. CRC Press, p. 129-142 14 p.

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

    4 Citations (Scopus)

  • A hybrid framework for genome wide epistasis discovery

    Tan, Z., Zhang, Z., Liu, J., Kwoh, C. K., Ong, S. H., Teo, Y. Y., Khor, C. C., Tai, E. S., Aung, T., Vithana, E. & Wong, T. Y., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 6479-6482 4 p. 6091599. (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

  • A Hybrid Approach using Set Theory (HAST) for Magnetic Resonance (MR) Image segmentation

    Jiang, L., Ban, C. K., Pin, T. B., Borys, S. & Wang, S. C., 2006, Proceedings of the 6th International Workshop on Pattern Recognition in Information Systems, PRIS 2006, in Conjunction with ICEIS 2006. INSTICC Press, p. 159-168 10 p. (Proceedings of the 6th International Workshop on Pattern Recognition in Information Systems, PRIS 2006, in Conjunction with ICEIS 2006).

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

  • AGLAIA system architecture for glaucoma diagnosis

    Liu, J., Wong, D. W. K., Tan, N. M., Zhang, Z., Yin, F., Cheng, J., Lee, B. H., Liang, Z. Y., Lim, J. H., Li, H. & Wong, T. Y., 2010, p. 657-661. 5 p.

    Research output: Contribution to conference › Paper › peer-review

    2 Citations (Scopus)

  • Aggregation Strategy with Gradient Projection for Federated Learning in Diagnosis

    Lin, H., Gao, Y., Li, H., Zhang, X., Yu, X., Chen, J. & Liu, J., 2024, Advanced Intelligent Computing in Bioinformatics - 20th International Conference, ICIC 2024, Proceedings. Huang, D.-S., Zhang, Q. & Guo, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-218 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14881 LNBI).

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

  • A generic fundus image enhancement network boosted by frequency self-supervised representation learning

    Li, H., Liu, H., Fu, H., Xu, Y., Shu, H., Niu, K., Hu, Y. & Liu, J., Dec 2023, In: Medical Image Analysis. 90, 102945.

    Research output: Journal Publication › Article › peer-review

    Open Access
    12 Citations (Scopus)

  • AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography

    for iChallenge-PACG study group, Dec 2020, In: Medical Image Analysis. 66, 101798.

    Research output: Journal Publication › Article › peer-review

    Open Access
    48 Citations (Scopus)

  • A density and reliability guided aggregation for the assessment of vessels and nerve fibres tortuosity

    Su, P., Chen, T., Xie, J., Ma, B., Qi, H., Liu, J. & Zhao, Y., 2020, In: IEEE Access. 8, p. 139199-139211 13 p., 9123336.

    Research output: Journal Publication › Article › peer-review

    Open Access
    6 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
    126 Citations (Scopus)

  • Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image

    Zhang, X., Xiao, Z., Higashita, R., Hu, Y., Chen, W., Yuan, J. & Liu, J., Apr 2022, In: Journal of Biomedical Informatics. 128, 104037.

    Research output: Journal Publication › Article › peer-review

    Open Access
    25 Citations (Scopus)

  • Adaboost learning for small ulcer detection from Wireless Capsule Endoscopy (WCE) images

    Htwe, T. M., Shen, W., Li, L., Poh, C. K., Liu, J., Lim, J. H., Ong, E. H. & Ho, K. Y., 2010, p. 653-656. 4 p.

    Research output: Contribution to conference › Paper › peer-review

    6 Citations (Scopus)

  • ACT-Net: Anchor-Context Action Detection in Surgery Videos

    Hao, L., Hu, Y., Lin, W., Wang, Q., Li, H., Fu, H., Duan, J. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 196-206 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14228 LNCS).

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

    2 Citations (Scopus)

  • A Corneal Nerve Segmentation Algorithm Based on Improved ResU-Net

    Hao, H., Zhao, K., Su, P., Zhang, H., Zhao, Y. & Liu, J., 2021, In: Computer Engineering. 47, 1, p. 217-223 7 p.

    Research output: Journal Publication › Article › peer-review

    5 Citations (Scopus)

  • A Contrast-Aware Edge Enhancement GAN for Unpaired Anterior Segment OCT Image Denoising

    Li, S., Wang, Y., Higashita, R., Fu, H. & Liu, J., 2025, In: IEEE Transactions on Circuits and Systems for Video Technology. 35, 2, p. 1673-1685 13 p.

    Research output: Journal Publication › Article › peer-review

  • 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

    45 Citations (Scopus)

  • A computer-aided diagnosis system of nuclear cataract via ranking

    Huang, W., Li, H., Chan, K. L., Lim, J. H., Liu, J. & Wong, T. Y., 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. p. 803-810 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5762 LNCS, no. PART 2).

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

    Open Access
    19 Citations (Scopus)

  • 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

    83 Citations (Scopus)

  • A comparative study on macular optical coherence tomography image alignment

    Li, A., Cheng, J., Wong, D. W. K. & Liu, J., 2014, IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet". Institute of Electrical and Electronics Engineers Inc., p. 7-10 4 p. 7047596. (IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet").

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

    1 Citation (Scopus)

  • A cloud-based system for automatic glaucoma screening

    Yin, F., Wong, D. W. K., Quan, Y., Yow, A. P., Tan, N. M., Gopalakrishnan, K., Lee, B. H., Xu, Y., Zhang, Z., Cheng, J. & Liu, J., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 1596-1599 4 p. 7318679. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

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

    6 Citations (Scopus)

  • ACHIKO-K: Database of fundus images from glaucoma patients

    Zhang, Z., Liu, J., Yin, F., Lee, B. H., Wong, D. W. K. & Sung, K. R., 2013, Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013. p. 228-231 4 p. 6566371. (Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013).

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

    11 Citations (Scopus)

  • ACHIKO-I retinal fundus image database and its evaluation on cup-to-disc ratio measurement

    Yin, F., Liu, J., Wong, D. W. K., Tan, N. M., Lee, B. H., Cheng, J., Htoo, M. T., Zhang, Z., Xu, Y., Gao, X. & Srivastava, R., 2013, Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013. p. 224-227 4 p. 6566370. (Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013).

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

    6 Citations (Scopus)

  • A 3D CNN-based Multi-task Learning for Cataract screening and left and right eye classification on 3D AS-OCT images

    Xiao, Z., Zhang, X., Higashita, R., Chen, W., Yuan, J. & Liu, J., 13 Aug 2021, Proceedings of the 2021 3rd International Conference on Intelligent Medicine and Health, ICIMH 2021. Association for Computing Machinery, p. 1-7 7 p. (ACM International Conference Proceeding Series).

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

    2 Citations (Scopus)

  • 3D vessel reconstruction in OCT-angiography via depth map estimation

    Yu, S., Xie, J., Hao, J., Zheng, Y., Zhang, J., Hu, Y., Liu, J. & Zhao, Y., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 1609-1613 5 p. 9434042. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    Open Access
    9 Citations (Scopus)

  • 3D vessel-like structure segmentation in medical images by an edge-reinforced network

    Xia, L., Zhang, H., Wu, Y., Song, R., Ma, Y., Mou, L., Liu, J., Xie, Y., Ma, M. & Zhao, Y., Nov 2022, In: Medical Image Analysis. 82, 102581.

    Research output: Journal Publication › Article › peer-review

    58 Citations (Scopus)

  • 3D shape decomposition for gallbladder anomaly analysis

    Huang, W., Zhou, J., Liu, J., Zhang, J., Yang, T., Yi, S., Law, G. H., Chui, C. K. & Chang, S., 2010, p. 667-673. 7 p.

    Research output: Contribution to conference › Paper › peer-review

  • 3D shape decomposition and comparison for gallbladder modeling

    Huang, W., Zhou, J., Liu, J., Zhang, J., Yang, T., Su, Y., Law, G. H., Chui, C. K. & Chang, S., 2011, Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling. 79642K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7964).

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

    3 Citations (Scopus)

  • 3D shape analysis for liver-gallbladder anatomical structure retrieval

    Huang, W., Xiong, W., Zhou, J., Zhang, J., Yang, T., Liu, J., Su, Y., Lim, C., Chui, C. K. & Chang, S., 2012, Abdominal Imaging: Computational and Clinical Applications - 4th International Workshop, Held in Conjunction with MICCAI 2012, Proceedings. p. 178-187 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7601 LNCS).

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

    1 Citation (Scopus)

  • 3D Nodule Content-Based Metric Learning for Evidence-Based Lung Cancer Screening

    Lu, X., Wang, X., Fang, J., Zeng, N., Huang, J., Huang, C., Zhang, J., Zheng, J., Meng, H. & Liu, J., 2024, 2024 IEEE International Conference on Multimedia and Expo, ICME 2024. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).

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

  • 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)