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

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  • Conference contribution

    Structure-preserving multi-scale decompositions for skin and retinal OCT image

    Li, A., Cheng, J., Wong, D. W. K., Tey, H. L. & 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. 109-112 4 p. 7047465. (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)

  • 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

    23 Citations (Scopus)

  • Superpixel classification based optic cup segmentation

    Cheng, J., Liu, J., Tao, D., Yin, F., Wong, D. W. K., Xu, Y. & Wong, T. Y., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 3 ed. p. 421-428 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8151 LNCS, no. PART 3).

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

    Open Access
    15 Citations (Scopus)

  • Superpixel classification based optic disc segmentation

    Cheng, J., Liu, J., Xu, Y., Yin, F., Wong, D. W. K., Tan, N. M., Cheng, C. Y., Tham, Y. C. & Wong, T. Y., 2013, Computer Vision, ACCV 2012 - 11th Asian Conference on Computer Vision, Revised Selected Papers. PART 2 ed. p. 293-304 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7725 LNCS, no. PART 2).

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

    Open Access
    7 Citations (Scopus)

  • 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, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 1450-1453 4 p. 6346213. (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)

  • SuperVessel: Segmenting High-Resolution Vessel from Low-Resolution Retinal Image

    Hu, Y., Qiu, Z., Zeng, D., Jiang, L., Lin, C. & Liu, J., 2022, Pattern Recognition and Computer Vision - 5th Chinese Conference, PRCV 2022, Proceedings. Yu, S., Zhang, J., Zhang, Z., Tan, T., Yuen, P. C., Guo, Y., Han, J. & Lai, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 178-190 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13535 LNCS).

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

    Open Access
    2 Citations (Scopus)

  • Surgical instrument segmentation based on multi-scale and multi-level feature network

    Wang, Y., Qiu, Z., Hu, Y., Chen, H., Ye, F. & Liu, J., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2672-2675 4 p. (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

    2 Citations (Scopus)

  • Synchronous simulation for deformation of liver and gallbladder with stretch and compression compensation

    Duan, Y., Huang, W., Chang, H., Toe, K. K., Yang, T., Zhou, J., Liu, J., Teo, S. K., Lim, C. W., Su, Y., Chui, C. K. & Chang, S., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 4941-4944 4 p. 6610656. (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

    2 Citations (Scopus)

  • THALIA - An automatic hierarchical analysis system to detect drusen lesion images for amd assessment

    Wong, D. W. K., Liu, J., Cheng, X., Zhang, J., Yin, F., Bhargava, M., Cheung, G. C. M. & Wong, T. Y., 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 884-887 4 p. 6556617. (Proceedings - International Symposium on Biomedical Imaging).

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

    17 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)

  • The Role of Spatial Alignment in Multimodal Medical Image Fusion Using Deep Learning for Diagnostic Problems

    Wang, X., Shu, K., Kuang, H., Luo, S., Jin, R. & Liu, J., 13 Aug 2021, Proceedings of the 2021 3rd International Conference on Intelligent Medicine and Health, ICIMH 2021. Association for Computing Machinery, p. 40-46 7 p. (ACM International Conference Proceeding Series).

    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)

  • Towards automatic detection of age-related macular degeneration in retinal fundus images

    Liang, Z., Wong, D. W. K., Liu, J., Chan, K. L. & Wong, T. Y., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 4100-4103 4 p. 5627289. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

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

    41 Citations (Scopus)

  • Towards automatic grading of nuclear cataract

    Li, H., Lim, J. H., Liu, J. & Wong, T. Y., 2007, 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07. p. 4961-4964 4 p. 4353454. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

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

    26 Citations (Scopus)

  • UG-Net: Corneal Endothelial Cell Segmentation Based on Uncertainty Estimation and Soft Spatial Attention

    Zhang, Y., Wang, W., Wang, B., Cai, Z., Towey, D., Bai, R., Higashita, R. & Liu, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

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

  • Understanding How Fundus Image Quality Degradation Affects CNN-based Diagnosis

    Liu, H., Li, H., Wang, X., Li, H., Ou, M., Hao, L., Hu, Y. & Liu, J., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 438-442 5 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

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

    7 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)

  • Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography

    Bai, Y., Hao, J., Fu, H., Hu, Y., Ge, X., Liu, J., Zhao, Y. & Zhang, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 560-570 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13432 LNCS).

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

    2 Citations (Scopus)

  • Using deep learning for robustness to parapapillary atrophy in optic disc segmentation

    Srivastava, R., Cheng, J., Wong, D. W. K. & Liu, J., 21 Jul 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 768-771 4 p. 7163985. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

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

    31 Citations (Scopus)

  • Vision-based techniques for efficient Wireless Capsule Endoscopy examination

    Htwe, T. M., Poh, C. K., Li, L., Liu, J., Ong, E. H. & Ho, K. Y., 2011, 2011 Defense Science Research Conference and Expo, DSR 2011. 6026865. (2011 Defense Science Research Conference and Expo, DSR 2011).

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

    7 Citations (Scopus)

  • Weighted Concordance Index Loss-Based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy

    Fang, J., Li, A., OuYang, P. Y., Li, J., Wang, J., Liu, H., Xie, F. Y. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 191-201 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13437 LNCS).

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

    Open Access
    1 Citation (Scopus)