Jiang Liu

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Prof Jiang Liu

Guest Professor in Computer Science(0.2FTE)

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20032024

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  • 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)

  • Incorporating privileged genetic information for fundus image based glaucoma detection

    Duan, L., Xu, Y., Li, W., Chen, L., Wong, D. W. K., Wong, T. Y. & Liu, J., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 2 ed. Springer Verlag, p. 204-211 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8674 LNCS, no. PART 2).

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

    Open Access
    16 Citations (Scopus)

  • Instrument-tissue Interaction Quintuple Detection in Surgery Videos

    Lin, W., Hu, Y., Hao, L., Zhou, D., Yang, M., Fu, H., Chui, C. & 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. 399-409 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

    2 Citations (Scopus)

  • Integrating holistic and local deep features for glaucoma classification

    Li, A., Cheng, J., Wong, D. W. K. & 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. 1328-1331 4 p. 7590952. (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

    68 Citations (Scopus)

  • Integrating research, clinical practice and translation: The singapore experience

    Liu, J., Wong, D. W. K., Zhang, Z., Lee, B. H., Gao, X., Yin, F., Zhang, J. & Htoo, M. T., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 7148-7151 4 p. 6611206. (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

    4 Citations (Scopus)

  • Intelligent fusion of cup-to-disc ratio determination methods for glaucoma detection in ARGALI

    Wong, D. W. K., Liu, J., Lim, J. H., Tan, N. M., Zhang, Z., Lu, S., Li, H., Teo, M. H., Chan, K. L. & Wong, T. Y., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. IEEE Computer Society, p. 5777-5780 4 p. 5332534. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

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

    53 Citations (Scopus)

  • Interaction-Oriented Feature Decomposition for Medical Image Lesion Detection

    Shen, J., Hu, Y., Zhang, X., Qiu, Z., Deng, T., Xu, 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. 324-333 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13433 LNCS).

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

    1 Citation (Scopus)

  • Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network

    Zhang, Y., Higashita, R., Xu, Y., Santo, D., Hu, Y., Long, G. & Liu, J., 2021, Ophthalmic Medical Image Analysis - 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 92-100 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12970 LNCS).

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

  • 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

    37 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-based approach for the automatic detection of the optic disc in digital retinal fundus photographs

    Wong, D. W. K., Liu, J., Tan, N. M., Yin, F., Lee, B. H. & Wong, T. Y., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 5355-5358 4 p. 5626466. (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

    14 Citations (Scopus)

  • Learning from Human Uncertainty by Choquet Integral for Optic Disc Segmentation

    Qiu, H., Su, P., Jiang, S., Yue, X., Zhao, Y. & Liu, J., 13 Aug 2021, ICCCV 2021 - Proceedings of the 4th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 7-12 6 p. (ACM International Conference Proceeding Series).

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

    Open Access
    2 Citations (Scopus)

  • Learning in glaucoma genetic risk assessment

    Zhang, Z., Liu, J., Kwoh, C. K., Sim, X., Tay, W. T., Tan, Y., Yin, F. & Wong, T. Y., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 6182-6185 4 p. 5627757. (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

    6 Citations (Scopus)

  • Learning laparoscopic surgery by imitation using robot trainer

    Chui, C. K., Chng, C. B., Yang, T., Wen, R., Huang, W., Liu, J., Su, Y. & Chang, S., 2011, 2011 IEEE International Conference on Robotics and Biomimetics, ROBIO 2011. p. 2981-2986 6 p. 6181759. (2011 IEEE International Conference on Robotics and Biomimetics, ROBIO 2011).

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

    3 Citations (Scopus)

  • Learn to recognize pathological myopia in fundus images using bag-of-feature and sparse learning approach

    Xu, Y., Liu, J., Zhang, Z., Tan, N. M., Wong, D. W. K., Saw, S. M. & Wong, T. Y., 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 888-891 4 p. 6556618. (Proceedings - International Symposium on Biomedical Imaging).

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

    11 Citations (Scopus)

  • Level-set based automatic cup-to-disc ratio determination using retinal fundus images in argali

    Wong, D. W. K., Liu, J., Lim, J. H., Jia, X., Yin, F., Li, H. & Wong, T. Y., 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society, p. 2266-2269 4 p. 4649648. (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

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

    173 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)

  • Local patch reconstruction framework for optic cup localization in glaucoma detection

    Xu, Y., Quan, Y., Huang, Y., Tan, N. M., Li, R., Duan, L., Chen, L., Liu, H., Chen, X., Wong, D. W. K., Baskaran, M., Perera, S., Aung, T., Wong, T. Y. & Liu, J., 2 Nov 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 5418-5421 4 p. 6944851. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

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

    4 Citations (Scopus)

  • LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation

    Zhang, Y., Cai, Z., Higashita, R. & Liu, J., 2023, IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).

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

  • Mechanism of a learning robot manipulator for laparoscopic surgical training

    Yang, T., Liu, J., Huang, W., Su, Y., Yang, L., Chui, C. K., Ang, M. H. & Chang, S. K. Y., 2013, Intelligent Autonomous Systems 12 - Proceedings of the 12th International Conference, IAS 2012. VOL. 2 ed. Springer Verlag, p. 17-26 10 p. (Advances in Intelligent Systems and Computing; vol. 194 AISC, no. VOL. 2).

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

    9 Citations (Scopus)

  • Memory-assisted dual-end adaptation network for choroid segmentation in multi-domain optical coherence tomography

    Chai, Z., Yang, J., Zhou, K., Chen, Z., Zhao, Y., Gao, S. & Liu, J., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 1614-1617 4 p. 9433866. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    1 Citation (Scopus)

  • Method of detecting kink-bearing vessels in a retinal fundus image

    Wong, D. W. K., Liu, J., Lim, J. H., Tan, N. M., Zhang, Z., Li, H., Lu, S. & Wong, T. Y., 2010, Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010. p. 1690-1694 5 p. 5515225. (Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010).

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

  • Mixture model-based approach for optic cup segmentation

    Tan, N. M., Liu, J., Wong, D. W. K., Yin, F., Lim, J. H. & Wong, T. Y., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 4817-4820 4 p. 5627901. (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

    20 Citations (Scopus)

  • Model-based optic nerve head segmentation on retinal fundus images

    Yin, F., Liu, J., Ong, S. H., Sun, Y., Wong, D. W. K., Tan, N. M., Cheung, C., Baskaran, M., Aung, T. & Wong, T. Y., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 2626-2629 4 p. 6090724. (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

    101 Citations (Scopus)

  • Modeling and simulation of soft tissue deformation

    Duan, Y., Huang, W., Chang, H., Chen, W., Toe, K. K., Zhou, J., Yang, T., Liu, J., Teo, S. K., Lim, C. W., Su, Y., Chui, C. K. & Chang, S., 2013, Abdominal Imaging: Computation and Clinical Applications - 5th International Workshop, Held in Conjunction with MICCAI 2013, Proceedings. p. 221-230 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8198 LNCS).

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

    4 Citations (Scopus)

  • Modeling cutting force of laparoscopic scissors

    Yang, T., Xiong, L., Zhang, J., Yang, L., Huang, W., Zhou, J., Liu, J., Su, Y., Chui, C. K., Teo, C. L. & Chang, S., 2010, Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010. p. 1764-1768 5 p. 5639880. (Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010; vol. 4).

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

    8 Citations (Scopus)

  • MRMR optimized classification for automatic glaucoma diagnosis

    Zhang, Z., Kwoh, C. K., Liu, J., Yin, F., Wirawan, A., Cheung, C., Baskaran, M., Aung, T. & Wong, T. Y., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 6228-6231 4 p. 6091538. (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)

  • 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)

  • Multi-level local feature classification for bleeding detection in Wireless Capsule Endoscopy images

    Poh, C. K., Htwe, T. M., Li, L., Shen, W., Liu, J., Lim, J. H., Chan, K. L. & Tan, P. C., 2010, 2010 IEEE Conference on Cybernetics and Intelligent Systems, CIS 2010. p. 76-81 6 p. 5518576. (2010 IEEE Conference on Cybernetics and Intelligent Systems, CIS 2010).

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

    23 Citations (Scopus)

  • Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach

    Zhang, X., Wei, J., Ye, S., Xiao, Z., Hu, Y., Tang, J. & Liu, J., 2021, Proceedings - 2021 IEEE Frontiers in Education Conference, FIE 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Frontiers in Education Conference, FIE; vol. 2021-October).

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

  • Multiple modality fusion for glaucoma diagnosis

    Liu, J., Xu, Y., Cheng, J., Zhang, Z., Wong, D. W. K., Yin, F. & Wong, T. Y., 2014, The International Conference on Health Informatics, ICHI 2013. Lackovic, I., de Carvalho, P., Zhang, Y-T. & Magjarevic, R. (eds.). Springer Verlag, p. 5-8 4 p. (IFMBE Proceedings; vol. 42).

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

    6 Citations (Scopus)

  • Multiple ocular diseases detection based on joint sparse multi-task learning

    Chen, X., Xu, Y., Yin, F., Zhang, Z., Wong, D. W. K., Wong, T. Y. & 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. 5260-5263 4 p. 7319578. (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

    7 Citations (Scopus)

  • Multi-Scale Retina Vessel Segmentation in OCTA with a Vascular Connectivity Module in the Convolutional Neural Network

    Lin, J., Wang, X., Fang, J., Zeng, N., Lu, X., Huang, J., Hu, Y., Meng, H. & 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

  • Multi-scale superpixel classification for optic cup localization

    Tan, N. M., Xu, Y., Liu, J., Goh, W. B., Yin, F. & Wong, T. Y., 29 Jul 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 137-140 4 p. 6867828. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

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

    1 Citation (Scopus)

  • Multi-scale U-net with Edge Guidance for Multimodal Retinal Image Deformable Registration

    Tian, Y., Hu, Y., Ma, Y., Hao, H., Mou, L., Yang, J., Zhao, Y. & Liu, J., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 1360-1363 4 p. 9175613. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

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

    11 Citations (Scopus)

  • MVD-Net: Semantic Segmentation of Cataract Surgery Using Multi-View Learning

    Ou, M., Li, H., Liu, H., Wang, X., Yi, C., 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. 5035-5038 4 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

  • 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)

  • Neuro-retinal optic cup detection in glaucoma diagnosis

    Zhang, Z., Liu, J., Wong, W. K., Tan, N. M., Lim, J. H., Lu, S., Li, H., Liang, Z. & Wong, T. Y., 2009, Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009. 5305076. (Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009).

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

    19 Citations (Scopus)

  • Noise Redistribution and 3D Shearlet Filtering for Speckle Reduction in Optical Coherence Tomography

    Hu, Y., Yang, J., Cheng, J. & Liu, J., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1565-1569 5 p. 9098400. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    3 Citations (Scopus)

  • Object-based RGBD image co-segmentation with mutex constraint

    Fu, H., Xu, D., Lin, S. & Liu, J., 14 Oct 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 4428-4436 9 p. 7299072. (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

    88 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)

  • 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)

  • Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences

    Hao, H., Fu, H., Xu, Y., Yang, J., 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. 715-724 10 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

    5 Citations (Scopus)

  • Open-Set OCT Image Recognition with Synthetic Learning

    Xiao, Y., Gao, S., Chai, Z., Zhou, K., Zhang, T., Zhao, Y., Cheng, J. & Liu, J., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1788-1792 5 p. 9098320. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    6 Citations (Scopus)

  • Optic cup and disk extraction from retinal fundus images for determination of cup-to-disc ratio

    Liu, J., Wong, D. W. K., Lim, J. H., Jia, X., Yin, F., Li, H., Xiong, W. & Wong, T. Y., 2008, 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. p. 1828-1832 5 p. 4582835. (2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008).

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

    51 Citations (Scopus)

  • Optic cup segmentation for glaucoma detection using low-rank superpixel representation

    Xu, Y., Duan, L., Lin, S., Chen, X., Wong, D. W. K., Wong, T. Y. & Liu, J., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 1 ed. Springer Verlag, p. 788-795 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8673 LNCS, no. PART 1).

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

    62 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

    19 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

    15 Citations (Scopus)

  • Optic disc region of interest localization in fundus image for glaucoma detection in ARGALI

    Zhang, Z., Lee, B. H., Liu, J., Wong, D. W. K., Tan, N. M., Lim, J. H., Yin, F., Huang, W., Li, H. & Wong, T. Y., 2010, Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010. p. 1686-1689 4 p. 5515221. (Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010).

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

    45 Citations (Scopus)