Jiang Liu

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Prof Jiang Liu

Guest Professor in Computer Science(0.2FTE)

Calculated based on number of publications stored in Pure and citations from Scopus
20032025

Research activity per year

Search results

  • 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

    21 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

    11 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)

  • 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)

  • 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

    8 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

    15 Citations (Scopus)

  • Focusing Intracranial Aneurysm Lesion Segmentation by Graph Mask2Former with Local Refinement in DSA Images

    Mo, Y., Chen, Y., Hu, Y., Xu, J., Wang, H., Dai, L. & Liu, J., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 899-903 5 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

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

  • 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)

  • 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)

  • FLATTENING SINGULAR VALUES OF FACTORIZED CONVOLUTION FOR MEDICAL IMAGES

    Feng, Z., Zeng, N., Fang, J., Wang, X., Lu, X., Meng, H. & Liu, J., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1791-1795 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

    Open Access

  • FGAM: A pluggable light-weight attention module for medical image segmentation

    Qiu, Z., Hu, Y., Zhang, J., Chen, X. & Liu, J., Jul 2022, In: Computers in Biology and Medicine. 146, 105628.

    Research output: Journal Publication › Article › peer-review

    8 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

    2 Citations (Scopus)

  • 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)

  • 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 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)

  • FD-SDG: Frequency Dropout Based Single Source Domain Generalization Framework for Retinal Vessel Segmentation

    Li, B., Li, H., Zhang, Y., Li, H., Chen, J., Pan, F., Chen, J. & Liu, J., 2024, Advanced Intelligent Computing in Bioinformatics - 20th International Conference, ICIC 2024, Proceedings. Huang, D.-S., Zhang, Q. & Guo, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 393-404 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14881 LNBI).

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

    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

    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

    2 Citations (Scopus)

  • Eye tracking based deep learning analysis for the early detection of diabetic retinopathy: A pilot study

    Jiang, H., Hou, Y., Miao, H., Ye, H., Gao, M., Li, X., Jin, R. & Liu, J., Jul 2023, In: Biomedical Signal Processing and Control. 84, 104830.

    Research output: Journal Publication › Article › peer-review

    16 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)

  • Exploring Operators's Natural Behaviors to Predict Catheterization Trial Outcomes in Robot assisted Intravascular Interventions

    Du, W., Omisore, O. M., Duan, W., Gan, L., Akinyemi, T. O., Lee, B. G., Liu, J. & Wang, L., 12 Jul 2022, In: IEEE Transactions on Medical Robotics and Bionics. 4, 3, p. 1 1 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    8 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)

  • 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

    152 Citations (Scopus)

  • Evaluation of image guided robot assisted surgical training for patient specific laparoscopic surgery

    Yang, T., Toe, K. K., Chng, C. B., Huang, W., Chui, C. K., Liu, J. & Chang, S. K. Y., 2014, In: Lecture Notes in Computational Vision and Biomechanics. 13, p. 77-88 12 p.

    Research output: Journal Publication › Article › peer-review

  • Evaluation of fragility fracture risk using deep learning based on ultrasound radio frequency signal

    Luo, W., Wu, J., Chen, Z., Guo, P., Zhang, Q., Lei, B., Chen, Z., Li, S., Li, C., Liu, H., Ma, T., Liu, J., Chen, X. & Ding, Y., Nov 2024, In: Endocrine. 86, 2, p. 800-812 13 p.

    Research output: Journal Publication › Article › peer-review

  • Erratum: Noise adaptation generative adversarial network for medical image analysis (IEEE Transactions on Medical Imaging (2020) 39:4 (1149-1159) DOI: 10.1109/TMI.2019.2944488)

    Miller, T., Cheng, J., Fu, H., Gu, Z., Xiao, Y., Zhou, K., Gao, S., Zheng, R. & Liu, J., Jul 2020, In: IEEE Transactions on Medical Imaging. 39, 7, p. 2566-2567 2 p., 9130380.

    Research output: Journal Publication › Comment/debate

    Open Access
    1 Citation (Scopus)

  • Erratum: Automated tortuosity analysis of nerve fibers in corneal confocal microscopy (IEEE Transactions on Medical Imaging (2020) 39:9 (2725-2737) DOI: 10.1109/TMI.2020.2974499)

    Zhao, Y., Zhang, J., Pereira, E., Zheng, Y., Su, P., Xie, J., Zhao, Y., Shi, Y., Qi, H., Liu, J. & Liu, Y., Nov 2020, In: IEEE Transactions on Medical Imaging. 39, 11, p. 3758 1 p., 9242429.

    Research output: Journal Publication › Comment/debate

    Open Access
    1 Citation (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)

  • 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

    29 Citations (Scopus)

  • Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement

    Li, H., Lin, Z., Qiu, Z., Li, Z., Niu, K., Guo, N., Fu, H., Hu, Y. & Liu, J., 1 Apr 2024, In: IEEE Transactions on Medical Imaging. 43, 4, p. 1323-1336 14 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    8 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)

  • 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)

  • 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
    88 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
    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
    45 Citations (Scopus)

  • Efficient pyramid channel attention network for pathological myopia recognition with pretraining-and-finetuning

    Zhang, X., Zhao, J., Li, Y., Wu, H., Zhou, X. & Liu, J., Aug 2024, In: Artificial Intelligence in Medicine. 154, 102926.

    Research output: Journal Publication › Article › peer-review

    1 Citation (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 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

    6 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, In: Unknown Journal. 15, Pt 1, p. 58-65 8 p.

    Research output: Journal Publication › Article › peer-review

    21 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
    18 Citations (Scopus)

  • Effects of High-Definition Transcranial Direct Current Stimulation Over the Primary Motor Cortex on Cold Pain Sensitivity Among Healthy Adults

    Li, X., Lin, X., Yao, J., Chen, S., Hu, Y., Liu, J. & Jin, R., 18 Mar 2022, In: Frontiers in Molecular Neuroscience. 15, 853509.

    Research output: Journal Publication › Article › peer-review

    Open Access
    5 Citations (Scopus)

  • Effective drusen segmentation from fundus images for age-related macular degeneration screening

    Liu, H., Xu, Y., Wong, D. W. K. & Liu, J., 2015, In: Lecture Notes in Computer Science. 9005, p. 483-498 16 p.

    Research output: Journal Publication › Conference article › peer-review

    4 Citations (Scopus)

  • 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)

  • Dynamic analysis of iris changes and a deep learning system for automated angle-closure classification based on AS-OCT videos

    Hao, L., Hu, Y., Xu, Y., Fu, H., Miao, H., Zheng, C. & Liu, J., Dec 2022, In: Eye and Vision. 9, 1, 41.

    Research output: Journal Publication › Article › peer-review

    Open Access
    5 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

  • 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)

  • 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

    8 Citations (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

    3 Citations (Scopus)

  • 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

    3 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

    1 Citation (Scopus)