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

  • Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images

    Zhang, X., Xiao, Z., Li, X., Wu, X., Sun, H., Yuan, J., Higashita, R. & Liu, J., 25 Mar 2022, In: Health Information Science and Systems. 10, 1, 3.

    Research output: Journal Publication › Article › peer-review

    Open Access
    15 Citations (Scopus)

  • 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

    19 Citations (Scopus)

  • MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation

    Xiao, Z., Zhang, X., Higashita, R. & Liu, J., 2025, Ophthalmic Medical Image Analysis - 11th International Workshop, OMIA 2024, Held in Conjunction with MICCAI 2024, Proceedings. Bhavna, A., Chen, H., Fang, H., Fu, H. & Lee, C. S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 63-72 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15188 LNCS).

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

  • 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

    103 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

    5 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
    94 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

    42 Citations (Scopus)

  • Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification

    Jiang, H., Gao, M., Li, H., Jin, R., Miao, H. & Liu, J., 1 Jan 2023, In: IEEE Journal of Biomedical and Health Informatics. 27, 1, p. 17-28 12 p.

    Research output: Journal Publication › Article › peer-review

    27 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

    5 Citations (Scopus)

  • Multiple ocular diseases classification with graph regularized probabilistic multi-label learning

    Chen, X., Xu, Y., Duan, L., Yan, S., Zhang, Z., Wong, D. W. K. & Liu, J., 2015, In: Lecture Notes in Computer Science. 9006, p. 127-142 16 p.

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

    3 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

    1 Citation (Scopus)

  • 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

    13 Citations (Scopus)

  • Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning

    Xiao, Z., Zhang, X., Zheng, B., Guo, Y., Higashita, R. & Liu, J., Feb 2024, In: Computer Methods and Programs in Biomedicine. 244, 107958.

    Research output: Journal Publication › Article › peer-review

    11 Citations (Scopus)

  • Multiview Volume and Temporal Difference Network for Angle-Closure Glaucoma Screening from AS-OCT Videos

    Hao, L., Hu, Y., Higashita, R., Yu, J. J. Q., Zheng, C. & Liu, J., 7 Apr 2022, In: Journal of Healthcare Engineering. 2022, 2722608.

    Research output: Journal Publication › Article › peer-review

    Open Access

  • 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

    4 Citations (Scopus)

  • Nanomaterial Probes for Nuclear Imaging

    Phua, V. J. X., Yang, C. T., Xia, B., Yan, S. X., Liu, J., Aw, S. E., He, T. & Ng, D. C. E., 1 Feb 2022, In: Nanomaterials. 12, 4, 582.

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

    Open Access
    19 Citations (Scopus)

  • 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

    21 Citations (Scopus)

  • Noise adaptation generative adversarial network for medical image analysis

    Zhang, T., Cheng, J., Fu, H., Gu, Z., Xiao, Y., Zhou, K., Gao, S., Zheng, R. & Liu, J., Apr 2020, In: IEEE Transactions on Medical Imaging. 39, 4, p. 1149-1159 11 p., 8852672.

    Research output: Journal Publication › Article › peer-review

    66 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)

  • Noise reduction by adaptive-SIN filtering for retinal OCT images

    Hu, Y., Ren, J., Yang, J., Bai, R. & Liu, J., 30 Sept 2021, In: Scientific Reports. 11, 1, 19498 (2021).

    Research output: Journal Publication › Article › peer-review

    Open Access
    16 Citations (Scopus)

  • Nuclear cataract classification in anterior segment OCT based on clinical global–local features

    Zhang, X., Xiao, Z., Wu, X., Chen, Y., Higashita, R., Chen, W., Yuan, J. & Liu, J., Apr 2023, In: Complex and Intelligent Systems. 9, 2, p. 1479-1493 15 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    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

    94 Citations (Scopus)

  • Oct Image Blind Despeckling Based on Gradient Guided Filter with Speckle Statistical Prior

    Li, S., Xiong, M., Yang, B., Zhang, X., Higashita, R. & Liu, J., 2023, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing.

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

    1 Citation (Scopus)

  • Ocular anatomical and functional characteristics in anisometropic chinese children

    Zhong, Y., Zeng, L., Chen, Z., Yang, J. & Liu, J., May 2021, In: Optometry and Vision Science. 98, 5, p. 476-482 7 p.

    Research output: Journal Publication › Article › peer-review

    4 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

    5 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

    8 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

    50 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

    64 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

    21 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

    17 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

    48 Citations (Scopus)

  • Optic Disc Segmentation from Retinal Fundus Images via Deep Object Detection Networks

    Sun, X., Xu, Y., Zhao, W., You, T. & Liu, J., 1 Jul 2018, In: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2018, p. 5954-5957 4 p.

    Research output: Journal Publication › Article › peer-review

    28 Citations (Scopus)

  • Optic disk localization by a robust fusion method

    Zhang, J., Yin, F., Wong, D. W. K., Liu, J., Baskaran, M., Cheng, C. Y. & Wong, T. Y., 2013, Medical Imaging 2013: Computer-Aided Diagnosis. 86702G. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8670).

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

    Open Access
    1 Citation (Scopus)

  • ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning

    Hou, W., Xu, K., Cheng, Y., Li, W. & Liu, J., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 8108-8122 15 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

    Open Access
    20 Citations (Scopus)

  • ORIGA-light: An online retinal fundus image database for glaucoma analysis and research

    Zhang, Z., Yin, F. S., Liu, J., Wong, W. K., Tan, N. M., Lee, B. H., Cheng, J. & Wong, T. Y., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. IEEE Computer Society, p. 3065-3068 4 p. 5626137. (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

    429 Citations (Scopus)

  • Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network

    Chen, Z., Luo, W., Zhang, Q., Lei, B., Wang, T., Chen, Z., Fu, Y., Guo, P., Li, C., Ma, T., Ding, Y. & Liu, J., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 832-835 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

    9 Citations (Scopus)

  • Osteoporosis Diagnostic Model Using a Multichannel Convolutional Neural Network Based on Quantitative Ultrasound Radiofrequency Signal

    Luo, W., Chen, Z., Zhang, Q., Lei, B., Chen, Z., Fu, Y., Guo, P., Li, C., Ma, T., Liu, J. & Ding, Y., Aug 2022, In: Ultrasound in Medicine and Biology. 48, 8, p. 1590-1601 12 p.

    Research output: Journal Publication › Article › peer-review

    15 Citations (Scopus)

  • Outer Retinal Layer Thickness Changes in White Matter Hyperintensity and Parkinson's Disease

    Zhao, Y., Zhao, J., Gu, Y., Chen, B., Guo, J., Xie, J., Yan, Q., Ma, Y., Wu, Y., Zhang, J., Lu, Q. & Liu, J., 14 Sept 2021, In: Frontiers in Neuroscience. 15, 741651.

    Research output: Journal Publication › Article › peer-review

    Open Access
    9 Citations (Scopus)

  • Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth

    Fang, J., Wang, J., Li, A., Yan, Y., Liu, H., Li, J., Yang, H., Hou, Y., Yang, X., Yang, M. & Liu, J., 1 Dec 2023, In: IEEE Transactions on Medical Imaging. 42, 12, p. 3602-3613 12 p.

    Research output: Journal Publication › Article › peer-review

    3 Citations (Scopus)

  • Pathological myopia detection from selective fundus image features

    Zhang, Z., Cheng, J., Liu, J., Sheri, Y. C. M., Kong, C. C. & Mei, S. S., 2012, Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012. p. 1742-1745 4 p. 6361007. (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

    11 Citations (Scopus)

  • Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography

    Chai, Z., Zhou, K., Yang, J., Ma, Y., Chen, Z., Gao, S. & Liu, J., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1966-1970 5 p. 9098346. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    Open Access
    19 Citations (Scopus)