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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  • Conference contribution

    Automatic detection of the optic cup using vessel kinking in digital retinal fundus images

    Damon, W. W. K., Liu, J., Meng, T. N., Fengshou, Y. & Yin, W. T., 2012, 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012 - Proceedings. p. 1647-1650 4 p. 6235893. (Proceedings - International Symposium on Biomedical Imaging).

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

    38 Citations (Scopus)

  • Automatic feature learning for glaucoma detection based on deep learning

    Chen, X., Xu, Y., Yan, S., Wong, D. W. K., Wong, T. Y. & Liu, J., 2015, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 - 18th International Conference, Proceedings. Frangi, A. F., Navab, N., Hornegger, J. & Wells, W. M. (eds.). Springer Verlag, p. 669-677 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351).

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

    Open Access
    135 Citations (Scopus)

  • Automatic fovea detection in retinal fundus images

    Liang, Z., Wong, D. W. K., Liu, J., Tan, N. M., Cheng, X., Cheung, G. C. M., Bhargava, M. & Wong, T. Y., 2012, Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012. p. 1746-1750 5 p. 6361008. (Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012).

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

    6 Citations (Scopus)

  • Automatic fundus image classification for computer-aided diagonsis

    Lu, S., Liu, J., Lim, J. H., Zhang, Z., Meng, T. N., Wong, W. K., Li, H. & 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. 1453-1456 4 p. 5332917. (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

    4 Citations (Scopus)

  • Automatic glaucoma diagnosis from fundus image

    Liu, J., Yin, F. S., Wong, D. W. K., Zhang, Z., Tan, N. M., Cheung, C. Y., Baskaran, M., Aung, T. & Wong, T. Y., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 3383-3386 4 p. 6090916. (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

    17 Citations (Scopus)

  • Automatic grading of nuclear cataracts from slit-lamp lens images using group sparsity regression

    Xu, Y., Gao, X., Lin, S., Wong, D. W. K., Liu, J., Xu, D., Cheng, C. Y., Cheung, C. Y. & Wong, T. Y., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 2 ed. p. 468-475 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8150 LNCS, no. PART 2).

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

    Open Access
    61 Citations (Scopus)

  • 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)

  • 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 localization of retinal landmarks

    Cheng, X., Wong, D. W. K., Liu, J., Lee, B. H., Tan, N. M., Zhang, J., Cheng, C. Y., Cheung, G. & Wong, T. Y., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 4954-4957 4 p. 6347104. (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

    9 Citations (Scopus)

  • Automatic localization of the macula in a supervised graph-based approach with contextual superpixel features

    Wong, D. W. K., Liu, J., Tan, N. M., Yin, F., Cheng, X., Cheung, G. C. M., Bhargava, M. & Wong, T. Y., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 2063-2066 4 p. 6460566. (Proceedings - International Conference on Pattern Recognition).

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

    2 Citations (Scopus)

  • Automatic notch detection in retinal images

    Tan, M. H., Sun, Y., Ong, S. H., Liu, J., Baskaran, M., Aung, T. & Wong, T. Y., 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 1440-1443 4 p. 6556805. (Proceedings - International Symposium on Biomedical Imaging).

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

    11 Citations (Scopus)

  • Automatic opacity detection in retro-illumination images for cortical cataract diagnosis

    Li, H., Ko, L., Lim, J. H., Liu, J., Wong, D. W. K., Wong, T. Y. & Sun, Y., 2008, 2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings. p. 553-556 4 p. 4607494. (2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings).

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

    14 Citations (Scopus)

  • Automatic optic disc segmentation based on image brightness and contrast

    Lu, S., Liu, J., Lim, J. H., Zhang, Z., Tan, N. M., Wong, W. K., Li, H. & Wong, T. Y., 2010, Medical Imaging 2010: Image Processing. PART 1 ed. 76234J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7623, no. PART 1).

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

    3 Citations (Scopus)

  • Automatic optic disc segmentation with peripapillary atrophy elimination

    Cheng, J., Liu, J., Wong, D. W. K., Yin, F., 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. 6224-6227 4 p. 6091537. (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

    82 Citations (Scopus)

  • Automatic retinal interest evaluation system (ARIES)

    Yin, F., Wong, D. W. K., Yow, A. P., Lee, B. H., Quan, Y., Zhang, Z., Gopalakrishnan, K., Li, R. & 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. 162-165 4 p. 6943554. (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

    8 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)

  • Automatic working area classification in peripheral blood smears using spatial distribution features across scales

    Xiong, W., Ong, S. H., Lim, J. H., Tung, N. N., Liu, J., Racoceanu, D., Tan, K., Chong, A. & Foong, K., 2008, 2008 19th International Conference on Pattern Recognition, ICPR 2008. Institute of Electrical and Electronics Engineers Inc., 4761743. (Proceedings - International Conference on Pattern Recognition).

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

    5 Citations (Scopus)

  • Automatic working area classification in peripheral blood smears without cell central zone extraction

    Xiong, W., Lim, J. H., Ong, S. H., Tung, N. N., Liu, J., Racoceanu, D., Tan, K., Chong, A. & Foong, K., 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society, p. 4074-4077 4 p. 4650104. (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

    5 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

    3 Citations (Scopus)

  • CALM: CAscading system with Leaking detection mechanism for medical image segmentation

    Liu, J., Lim, J. H. & Li, H., 2008, Medical Imaging 2008: Image Processing. 69143F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6914).

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

    2 Citations (Scopus)

  • Cell clumping quantification and automatic area classification in peripheral blood smear images

    Xiong, W., Ong, S. H., Kang, C., Lim, J. H., Liu, J., Racoceanu, D. & Foong, K., 2009, Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009. 5301645. (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

    3 Citations (Scopus)

  • Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network

    Zhang, H., Xia, L., Song, R., Yang, J., Hao, H., 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. 66-75 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12266 LNCS).

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

    21 Citations (Scopus)

  • Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification

    Zhang, X., Xu, G., Shen, J., Xiao, Z., Yan, Q., Yuan, J., Higashita, R. & Liu, J., 2022, ICME 2022 - IEEE International Conference on Multimedia and Expo 2022, Proceedings. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2022-July).

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

    1 Citation (Scopus)

  • Classification of left and right eye retinal images

    Tan, N. M., Liu, J., Wong, D. W. K., Zhang, Z., Lu, S., Lim, J. H., Li, H. & Wong, T. Y., 2010, Medical Imaging 2010: Computer-Aided Diagnosis. Summers, R. M. & Karssemeijer, N. (eds.). SPIE, 762438. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7624).

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

    11 Citations (Scopus)

  • Clinical Pixel Feature Recalibration Module for Ophthalmic Image Classification

    Zhao, J. L., Zhang, X., Wu, X., Zhang, Z. X., Zhang, T., Li, H., Hu, Y. & Liu, J., 2023, Artificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings. Iliadis, L., Papaleonidas, A., Angelov, P. & Jayne, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 87-98 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14257 LNCS).

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

  • Closed angle glaucoma detection in RetCam images

    Cheng, J., Liu, J., Lee, B. H., Wong, D. W. K., Yin, F., Aung, T., Baskaran, M., Shamira, P. & Wong, T. Y., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 4096-4099 4 p. 5627290. (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)

  • Combining a global SVM and local nearest-neighbor classifiers driven by local discriminative boundaries

    Xiong, W., Ong, S. H., Le, T. T., Lim, J. H., Liu, J. & Foong, K., 2009, 2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009. p. 3597-3600 4 p. 5138876. (2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009).

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

    3 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)

  • Computer aided diagnosis of nuclear cataract

    Li, H., Joo, H. L., Liu, J., Wong, D. W. K. & Wong, T. Y., 2008, 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. p. 1841-1844 4 p. 4582838. (2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008).

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

    4 Citations (Scopus)

  • Computerized systems for cataract grading

    Li, H., Lim, J. H., Liu, J., Wong, D. W. K., Tan, N. M., Lu, S., Zhang, Z. & Wong, T. Y., 2009, Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009. 5304895. (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

    7 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)

  • Construction of a linear unbiased diffeomorphic probabilistic liver atlas from CT images

    Xiong, W., Ong, S. H., Tian, Q., Xu, G., Zhou, J., Liu, J. & Venkatash, S. K., 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 1773-1776 4 p. 5414550. (Proceedings - International Conference on Image Processing, ICIP).

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

    10 Citations (Scopus)

  • Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning

    Gu, Y., Hu, Y., Mou, L., Hao, H. Y., Zhao, Y., Zheng, C. & Liu, J., 2020, Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 195-205 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12069 LNCS).

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

  • Content-based medical image retrieval with metric learning via rank correlation

    Huang, W., Chan, K. L., Li, H., Lim, J. H., Liu, J. & Wong, T. Y., 2010, Machine Learning in Medical Imaging - First International Workshop, MLMI 2010, Held in Conjunction with MICCAI 2010, Proceedings. p. 18-25 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6357 LNCS).

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

    4 Citations (Scopus)

  • Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling

    Li, S., Higashita, R., Fu, H., Li, H., Niu, 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. 660-670 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).

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

    Open Access

  • Convex hull based neuro-retinal optic cup ellipse optimization in glaucoma diagnosis

    Zhang, Z., Liu, J., Cherian, N. S., Sun, Y., Lim, J. H., Wong, W. K., Tan, N. M., Lu, S., Li, H. & 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. 1441-1444 4 p. 5332913. (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

    38 Citations (Scopus)

  • Corneal graft detection for Descemet's Stripping Automated Endothelial Keratoplasty using optical coherence tomography

    Lee, B. H., Liu, J., Tan, Z., Heng, E., Cheng, J., Tan, N. M., Wong, D. W. K., Trucco, E., Mehta, J. & Wong, T. Y., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 3037-3040 4 p. 5626142. (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

    4 Citations (Scopus)

  • Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography

    Yu, S., Liu, Y., Zhang, J., Xie, J., Zheng, Y., Liu, J. & Zhao, Y., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. 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. 13-23 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12908 LNCS).

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

    Open Access
    3 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

    Open Access
    161 Citations (Scopus)

  • CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19

    Li, H., Hu, Y., Li, S., Lin, W., Liu, P., Higashita, R. & Liu, J., 2020, Intelligent Computing Theories and Application - 16th International Conference, ICIC 2020, Proceedings. Huang, D-S. & Jo, K-H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 413-422 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12464 LNCS).

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

    12 Citations (Scopus)

  • Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement

    Ma, Y., Liu, Y., Cheng, J., Zheng, Y., Ghahremani, M., Chen, H., 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. 667-677 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12262 LNCS).

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

    16 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

    12 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)

  • Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images

    Mao, X., Zhao, Y., Chen, B., Ma, Y., Gu, Z., Gu, S., Yang, J., Cheng, J. & 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. 1641-1645 5 p. 9175631. (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

    13 Citations (Scopus)

  • Deepvessel: Retinal vessel segmentation via deep learning and conditional random field

    Fu, H., Xu, Y., Lin, S., Wong, D. W. K. & Liu, J., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Unal, G., Ourselin, S., Joskowicz, L., Sabuncu, M. R. & Wells, W. (eds.). Springer Verlag, p. 132-139 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9901 LNCS).

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

    391 Citations (Scopus)

  • Deformable registration of retinal fluorescein angiogram sequences using vasculature structures

    Perez-Rovira, A., Trucco, E., Wilson, P. & Liu, J., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 4383-4386 4 p. 5627094. (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

    8 Citations (Scopus)

  • Degradation-Invariant Enhancement of Fundus Images via Pyramid Constraint Network

    Liu, H., Li, H., Fu, H., Xiao, R., Gao, Y., Hu, 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. 507-516 10 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

    Open Access
    4 Citations (Scopus)

  • Designing an active motor skill learning platform with a robot-assisted laparoscopic trainer

    Lee, C. S., Yang, L., Yang, T., Chui, C. K., Liu, J., Huang, W., Su, Y. & Chang, S. K. Y., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 4534-4537 4 p. 6091123. (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

    5 Citations (Scopus)

  • Detecting the optic cup excavation in retinal fundus images by automatic detection of vessel kinking

    Wong, D. W. K., Liu, J., Tan, N. M., Yin, F., Lee, B. H., Tham, Y. C., Cheung, C. & Wong, T. Y., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 73-76 4 p. 6460075. (Proceedings - International Conference on Pattern Recognition).

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

    3 Citations (Scopus)