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

    Discriminative feature selection for multiple ocular diseases classification by sparse induced graph regularized group lasso

    Chen, X., Xu, Y., Yan, S., Chua, T. S., Wong, D. W. K., Wong, T. Y. & Liu, J., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Hornegger, J., Frangi, A. F., Wells, W. M., Frangi, A. F., Navab, N., Hornegger, J., Navab, N., Wells, W. M., Wells, W. M., Frangi, A. F., Hornegger, J. & Navab, N. (eds.). Springer Verlag, p. 11-19 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

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

    Open Access
    2 Citations (Scopus)

  • DMINet: A lightweight dual-mixed channel-independent network for cataract recognition

    Wu, X., Chen, Y., Yan, Q., Zhao, Y., Zhao, J., Zhang, X., 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

  • Domain Adaptative Retinal Image Quality Assessment with Knowledge Distillation Using Competitive Teacher-Student Network

    Lin, Y., Li, H., Liu, H., Shu, H., Li, Z., Hu, Y. & 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

    1 Citation (Scopus)

  • Domain Adaptive Retinal Vessel Segmentation Guided by High-frequency Component

    Li, H., Li, H., Qiu, Z., Hu, Y. & Liu, J., 2022, Ophthalmic Medical Image Analysis - 9th International Workshop, OMIA 2022, Held in Conjunction with MICCAI 2022, Proceedings. Antony, B., Fu, H., Lee, C. S., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 115-124 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13576 LNCS).

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

  • Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency Components

    Liu, H., Li, H., Ou, M., Zhao, Y., Qi, H., Hu, Y. & Liu, J., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

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

    5 Citations (Scopus)

  • Domain prior based superpixel propagation for optic cup localization

    Tan, N. M., Xu, Y., Liu, J., Goh, W. B., Cheung, C., Aung, T. & Wong, T. Y., 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 880-883 4 p. 6556616. (Proceedings - International Symposium on Biomedical Imaging).

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

    2 Citations (Scopus)

  • Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation

    Lin, X., Yang, B., Zhou, Y., 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

  • Early age-related macular degeneration detection by focal biologically inspired feature

    Cheng, J., Wong, D. W. K., Cheng, X., Liu, J., Tan, N. M., Bhargava, M., Cheung, C. M. G. & Wong, T. Y., 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 2805-2808 4 p. 6467482. (Proceedings - International Conference on Image Processing, ICIP).

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

    27 Citations (Scopus)

  • Efficient optic cup detection from intra-image learning with retinal structure priors

    Xu, Y., Liu, J., Lin, S., Xu, D., Cheung, C. Y., Aung, T. & Wong, T. Y., 2012, Medical Image Computing and Computer-Assisted Intervention, MICCAI2012 - 15th International Conference, Proceedings. Ayache, N., Delingette, H., Golland, P. & Mori, K. (eds.). Springer Verlag, p. 58-65 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7510 LNCS).

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

    Open Access
    17 Citations (Scopus)

  • Efficient optic cup localization based on superpixel classification for glaucoma diagnosis in digital fundus images

    Xu, Y., Liu, J., Cheng, J., Yin, F., Tan, N. M., Wong, D. W. K., Cheng, C. Y., Tham, Y. C. & Wong, T. Y., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 49-52 4 p. 6460069. (Proceedings - International Conference on Pattern Recognition).

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

    5 Citations (Scopus)

  • Efficient optic cup localization using regional propagation based on retinal structure priors

    Xu, Y., Liu, J., Cheng, J., Yin, F., Tan, N. M., Wong, D. W. K., Baskaran, M., Cheng, C. Y. & Wong, T. Y., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 1430-1433 4 p. 6346208. (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)

  • Efficient reconstruction-based optic cup localization for glaucoma screening

    Xu, Y., Lin, S., Wong, D. W. K., Liu, J. & Xu, D., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 3 ed. p. 445-452 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
    43 Citations (Scopus)

  • Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware Network

    Zhang, Y., Xi, R., Fu, H., Towey, D., Bai, R., Higashita, R. & 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. 323-332 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14223 LNCS).

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

    Open Access
    1 Citation (Scopus)

  • Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images

    Zhou, K., Xiao, Y., Yang, J., Cheng, J., Liu, W., Luo, W., Gu, Z., Liu, J. & Gao, S., 2020, Computer Vision – ECCV 2020 - 16th European Conference 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 360-377 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12365 LNCS).

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

    Open Access
    55 Citations (Scopus)

  • Enhancement of optic cup detection from ARGALI using key points

    Wong, D. W. K., Tan, N. M., Liu, J., Tan, Z., Tang, Y., Zhang, Z., Lim, J. H., Ng, W. J., Li, H., Lu, S. & Wong, T. Y., 2009, 2nd International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009 - Conference Proceedings. 5384072. (2nd International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009 - Conference Proceedings).

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

    2 Citations (Scopus)

  • Enhancement of optic cup detection through an improved vessel kink detection framework

    Wong, D. W. K., Liu, J., Tan, N. M., 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, 762439. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7624).

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

    3 Citations (Scopus)

  • Epidermal segmentation in high-definition optical coherence tomography

    Li, A., Cheng, J., Yow, A. P., Wall, C., Wong, D. W. K., Tey, H. L. & 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. 3045-3048 4 p. 7319034. (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

    26 Citations (Scopus)

  • Epitomized summarization of wireless capsule endoscopic videos for efficient visualization

    Chu, X., Poh, C. K., Li, L., Chan, K. L., Yan, S., Shen, W., Htwe, T. M., Liu, J., Lim, J. H., Ong, E. H. & Ho, K. Y., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 2 ed. p. 522-529 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6362 LNCS, no. PART 2).

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

    Open Access
    21 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

    Open Access
    100 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)

  • Eye movement correction for 3D OCT volume by using saliency and center bias constraint

    Fu, H., Xu, Y., Wong, D. W. K. & Liu, J., 8 Feb 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 1536-1539 4 p. 7848273. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

    3 Citations (Scopus)

  • Factoring 3D Convolutions for Medical Images by Depth-wise Dependencies-induced Adaptive Attention

    Zeng, N., Fang, J., Wang, X., Lu, X., Huang, J., Miao, H. & Liu, J., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 883-886 4 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

    1 Citation (Scopus)

  • Factorized Convolution with Spectral Normalization for Fundus Screening

    Zeng, M., Zeng, N., Fang, J. & Liu, J., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

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

    2 Citations (Scopus)

  • Feature analysis in slit-lamp image for nuclear cataract diagnosis

    Li, H., Lim, J. H., Liu, J., Wing, D., Wong, K. & Wong, T. Y., 2010, Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010. p. 253-256 4 p. 5639467. (Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010; vol. 1).

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

    11 Citations (Scopus)

  • Feature based non-rigid registration using quaternion subdivision

    Ahmad, F. H., Natarajan, S. & Jiang, J. L., 2010, Medical Biometrics - Second International Conference, ICMB 2010, Proceedings. p. 373-382 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6165 LNCS).

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

  • Feature selection and classification for wireless capsule endoscopic frames

    Poh, C. K., Zhang, Z., Liang, Z. Y., Li, L. & Liu, J., 2009, 2nd International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009 - Conference Proceedings. 5384106. (2nd International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009 - Conference Proceedings).

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

    19 Citations (Scopus)

  • FFNET: An End-To-End Framework Based on Feature Pyramid Network and Filter Network for Pulmonary Nodule Detection

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

    1 Citation (Scopus)

  • Focal biologically inspired feature for glaucoma type classification

    Cheng, J., Tao, D., Liu, J., Wong, D. W. K., Lee, B. H., Baskaran, M., Wong, T. Y. & Aung, T., 2011, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2011 - 14th International Conference, Proceedings. PART 3 ed. p. 91-98 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6893 LNCS, no. PART 3).

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

    Open Access
    17 Citations (Scopus)

  • Focal edge association to glaucoma diagnosis

    Cheng, J., Liu, J., Wong, D. W. K., Tan, N. M., Lee, B. H., Cheung, C., Baskaran, M., Wong, T. Y. & Aung, T., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 4481-4484 4 p. 6091111. (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)

  • Frequency-Mixed Single-Source Domain Generalization for Medical Image Segmentation

    Li, H., Li, H., Zhao, W., Fu, H., Su, X., Hu, Y. & 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. 127-136 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225 LNCS).

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

    Open Access
    2 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)

  • Fusion of pixel and texture features to detect pathological myopia

    Lee, B., Wong, D. W. K., Tan, N. M., Zhang, Z., Lim, J. H., Li, H., Yin, F., Liu, J., Huang, W., Saw, S. M., Tong, L. & Wong, T. Y., 2010, Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010. p. 2039-2042 4 p. 5515493. (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

    13 Citations (Scopus)

  • Gallbladder modeling and simulation in laparoscopic cholecystectomy

    Zhang, J., Huang, W., Zhou, J., Yang, T., Liu, J., Su, Y., Chui, C. K. & Chang, S., 2011, Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011. p. 128-131 4 p. 5975563. (Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011).

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

    3 Citations (Scopus)

  • Gated Channel Attention Network for Cataract Classification on AS-OCT Image

    Xiao, Z., Zhang, X., Higashita, R., Hu, Y., Yuan, J., Chen, W. & Liu, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 357-368 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13110 LNCS).

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

    9 Citations (Scopus)

  • Generative caption for diabetic retinopathy images

    Wu, L., Wan, C., Wu, Y. & Liu, J., 2 Jul 2017, 2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017. Institute of Electrical and Electronics Engineers Inc., p. 515-519 5 p. (2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017; vol. 2018-January).

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

    18 Citations (Scopus)

  • Genome-wide Association study for glaucoma

    Liu, J., Zhang, Z., Chin, S. M., Teo, Y. L. P., Wong, W. K., Tan, N. M., Lim, J. H., Lu, S., Li, H. & Wong, T. Y., 2009, 2nd International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009 - Conference Proceedings. 5384083. (2nd International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009 - Conference Proceedings).

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

  • Geometric corner extraction in retinal fundus images

    Lee, J. A., Lee, B. H., Xu, G., Ong, E. P., Wong, D. W. K., Liu, J. & Lim, T. H., 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. 158-161 4 p. 6943553. (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

    5 Citations (Scopus)

  • Glaucoma classification from retina optical coherence tomography angiogram

    Ong, E. P., Cheng, J., Wong, D. W. K., Liu, J., Tay, E. L. T. & Yip, L. W. L., 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. 596-599 4 p. 8036895. (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)

  • Glaucoma detection based on deep convolutional neural network

    Chen, X., Xu, Y., Kee Wong, D. W., 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. 715-718 4 p. 7318462. (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

    294 Citations (Scopus)

  • Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem

    Zhou, Y., Yang, B., Lin, X., Higashita, R. & Liu, J., 17 Mar 2023, CACML 2023 - Conference Proceedings 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning. Association for Computing Machinery, p. 366-370 5 p. (ACM International Conference Proceeding Series).

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

  • GPU-friendly gallbladder modeling for laparoscopic cholecystectomy simulation

    Zhang, J., Huang, W., Zhou, J., Qin, J., Lee, B. H., Yang, T., Liu, J., Su, Y., Chui, C. K. & Chang, S., 2010, Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010. p. 1872-1876 5 p. 5639559. (Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010; vol. 5).

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

    3 Citations (Scopus)

  • Graph based lumen segmentation in optical coherence tomography images

    Xu, M., Cheng, J., Wong, D. W. K., Liu, J., Taruya, A. & Tanaka, A., 26 Apr 2016, 2015 10th International Conference on Information, Communications and Signal Processing, ICICS 2015. Institute of Electrical and Electronics Engineers Inc., 7459951. (2015 10th International Conference on Information, Communications and Signal Processing, ICICS 2015).

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

    10 Citations (Scopus)

  • Growcut-based drusen segmentation for age-related macular degeneration detection

    Liu, H., Xu, Y., Wong, D. W. K. & Liu, J., 27 Feb 2015, 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 161-164 4 p. 7051529. (2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014).

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

    Open Access
    3 Citations (Scopus)

  • Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation

    Zhao, J., Zhang, J., Deng, B., Zheng, Y., Liu, J., Song, R. & Zhao, Y., 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. 82-91 10 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

  • 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)

  • Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module

    Zhang, J., Chen, X., Qiu, Z., Yang, M., Hu, Y. & Liu, J., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1375-1380 6 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

    Open Access
    4 Citations (Scopus)

  • Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction

    Zhang, Y., Higashita, R., Long, G., Li, R., Santo, D. & Liu, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 479-490 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13109 LNCS).

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

  • 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

    11 Citations (Scopus)

  • Image based diagnosis of cortical cataract

    Li, H., Ko, L., Lim, J. H., Liu, J., Wong, D. W. K. & Wong, T. Y., 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. p. 3904-3907 4 p. 4650063. (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

    33 Citations (Scopus)

  • Image based grading of nuclear cataract by SVM regression

    Huiqi, L., Joo, H. L., Jiang, L., Tien, Y. W., Tan, A., Jie, J. W. & Mitchell, P., 2008, Medical Imaging 2008 - Computer-Aided Diagnosis. 691536. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6915).

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

    10 Citations (Scopus)