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

  • 2014

    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)

  • 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)

  • Robotic learning of motion using demonstrations and statistical models for surgical simulation

    Yang, T., Chui, C. K., Liu, J., Huang, W., Su, Y. & Chang, S. K. Y., 28 Sept 2014, In: International journal of computer assisted radiology and surgery. 9, 5, p. 813-823 11 p.

    Research output: Journal Publication › Article › peer-review

    3 Citations (Scopus)

  • Speckle reduction in optical coherence tomography by image registration and matrix completion

    Cheng, J., Duan, L., Wong, D. W. K., Tao, D., Akiba, M. & Liu, J., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 1 ed. Springer Verlag, p. 162-169 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

    Open Access
    9 Citations (Scopus)

  • Speckle reduction in optical coherence tomography by matrix completion using bilateral random projection

    Cheng, J., Duan, L., Wong, D. W. K., Akiba, M. & 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. 186-189 4 p. 6943560. (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

    12 Citations (Scopus)

  • Structure-preserving multi-scale decompositions for skin and retinal OCT image

    Li, A., Cheng, J., Wong, D. W. K., Tey, H. L. & Liu, J., 2014, IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet". Institute of Electrical and Electronics Engineers Inc., p. 109-112 4 p. 7047465. (IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet").

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

    1 Citation (Scopus)
  • 2015

    A cloud-based system for automatic glaucoma screening

    Yin, F., Wong, D. W. K., Quan, Y., Yow, A. P., Tan, N. M., Gopalakrishnan, K., Lee, B. H., Xu, Y., Zhang, Z., Cheng, J. & 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. 1596-1599 4 p. 7318679. (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

    6 Citations (Scopus)

  • A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration

    Lee, J. A., Cheng, J., Lee, B. H., Ong, E. P., Xu, G., Wong, D. W. K., Liu, J., Laude, A. & Lim, T. H., 14 Oct 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 1046-1053 8 p. 7298707. (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

    35 Citations (Scopus)

  • An augmented reality assistance platform for eye laser surgery

    Ong, E. P., Lee, J. A., Cheng, J., Lee, B. H., Xu, G., Laude, A., Teoh, S., Lim, T. H., Wong, D. W. K. & 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. 4326-4329 4 p. 7319352. (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

    5 Citations (Scopus)

  • A robust outlier elimination approach for multimodal retina image registration

    Ong, E. P., Lee, J. A., Cheng, J., Xu, G., Lee, B. H., Laude, A., Teoh, S., Lim, T. H., Wong, D. W. K. & 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. 329-337 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
    10 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
    149 Citations (Scopus)

  • Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction

    Fu, H., Xu, D., Lin, S., Wong, D. W. K. & Liu, J., 1 Apr 2015, In: IEEE Transactions on Biomedical Engineering. 62, 4, p. 1151-1158 8 p., 6967761.

    Research output: Journal Publication › Article › peer-review

    29 Citations (Scopus)

  • 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

    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)

  • 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)

  • 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

    348 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

    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)

  • 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)

  • Red lesion detection in retinal fundus images using Frangi-based filters

    Srivastava, R., Wong, D. W. K., Duan, L., Liu, J. & Wong, T. Y., 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. 5663-5666 4 p. 7319677. (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

    40 Citations (Scopus)

  • Registration of color and OCT fundus images using low-dimensional step pattern analysis

    Lee, J. A., Cheng, J., Xu, G., Ong, E. P., Lee, B. H., Wong, D. W. K. & 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. 214-221 8 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

    9 Citations (Scopus)

  • Retina verification using a combined points and edges approach

    Ong, E. P., Xu, Y., Wong, D. W. K. & Liu, J., 9 Dec 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, p. 2720-2724 5 p. 7351297. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

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

    10 Citations (Scopus)

  • Robust multi-scale superpixel classification for optic cup localization

    Tan, N. M., Xu, Y., Goh, W. B. & Liu, J., 1 Mar 2015, In: Computerized Medical Imaging and Graphics. 40, p. 182-193 12 p.

    Research output: Journal Publication › Article › peer-review

    48 Citations (Scopus)

  • Sparse dissimilarity-constrained coding for glaucoma screening

    Cheng, J., Yin, F., Wong, D. W. K., Tao, D. & Liu, J., 1 May 2015, In: IEEE Transactions on Biomedical Engineering. 62, 5, p. 1395-1403 9 p., 7005484.

    Research output: Journal Publication › Article › peer-review

    89 Citations (Scopus)

  • Using deep learning for robustness to parapapillary atrophy in optic disc segmentation

    Srivastava, R., Cheng, J., Wong, D. W. K. & Liu, J., 21 Jul 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 768-771 4 p. 7163985. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

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

    32 Citations (Scopus)
  • 2016

    Automated basal cell carcinoma detection in high-definition optical coherence tomography

    Li, A., Cheng, J., Yow, A. P., Srivastava, R., Wong, D. W. K., Tey, H. L. & Liu, J., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2885-2888 4 p. 7591332. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

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

    5 Citations (Scopus)

  • Automated in vivo 3D high-definition optical coherence tomography skin analysis system

    Yow, A. P., Cheng, J., Li, A., Srivastava, R., Liu, J., Wong, D. W. K. & Tey, H. L., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3895-3898 4 p. 7591579. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

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

    10 Citations (Scopus)

  • Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer

    Fu, H., Xu, Y., Wong, D. W. K., Liu, J., Baskaran, M., Perera, S. A. & Aung, T., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1288-1291 4 p. 7590942. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

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

    15 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

    5 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

    414 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

    11 Citations (Scopus)

  • Integrating holistic and local deep features for glaucoma classification

    Li, A., Cheng, J., Wong, D. W. K. & Liu, J., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1328-1331 4 p. 7590952. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

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

    81 Citations (Scopus)

  • Retinal vessel segmentation via deep learning network and fully-connected conditional random fields

    Fu, H., Xu, Y., Wong, D. W. K. & Liu, J., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, p. 698-701 4 p. 7493362. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

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

    271 Citations (Scopus)

  • Semantic reconstruction-based nuclear cataract grading from slit-lamp lens images

    Xu, Y., Duan, L., Wong, D. W. K., Wong, T. Y. & 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. 458-466 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

    10 Citations (Scopus)

  • Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification

    Xu, Y., Liu, J., Wong, D. W. K., Baskaran, M., Perera, S. A. & Aung, T., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, p. 693-697 5 p. 7493361. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

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

    5 Citations (Scopus)

  • Skin surface topographic assessment using in vivo high-definition optical coherence tomography

    Yow, A. P., Cheng, J., Li, A., Wall, C., Wong, D. W. K., Liu, J. & Tey, H. L., 26 Apr 2016, 2015 10th International Conference on Information, Communications and Signal Processing, ICICS 2015. Institute of Electrical and Electronics Engineers Inc., 7459853. (2015 10th International Conference on Information, Communications and Signal Processing, ICICS 2015).

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

    6 Citations (Scopus)

  • Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction

    Cheng, J., Tao, D., Quan, Y., Wong, D. W. K., Cheung, G. C. M., Akiba, M. & Liu, J., Oct 2016, In: IEEE Transactions on Medical Imaging. 35, 10, p. 2270-2279 10 p., 7457249.

    Research output: Journal Publication › Article › peer-review

    69 Citations (Scopus)
  • 2017

    AQUIR-a system to generate quantitative and customized vision measurement template

    Quan, Y., Lee, B. H., Yow, A. P., Zhang, Z., 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. 1540-1543 4 p. 7848274. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

  • 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)

  • Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels

    Srivastava, R., Duan, L., Wong, D. W. K., Liu, J. & Wong, T. Y., 1 Jan 2017, In: Computer Methods and Programs in Biomedicine. 138, p. 83-91 9 p.

    Research output: Journal Publication › Article › peer-review

    71 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)

  • 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)

  • 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)

  • Image quality classification for DR screening using deep learning

    Yu, F., Sun, J., Li, A., Cheng, J., Wan, C. & Liu, J., 13 Sept 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 664-667 4 p. 8036912. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

    64 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)

  • PET probes for imaging pancreatic islet cells

    Yang, C. T., Ghosh, K. K., Padmanabhan, P., Langer, O., Liu, J., Halldin, C. & Gulyás, B. Z., 1 Dec 2017, In: Clinical and Translational Imaging. 5, 6, p. 507-523 17 p.

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

    3 Citations (Scopus)

  • Preface

    Chen, X., Li, S., Trucco, E., Liu, J. J., Shi, Y. & Zou, B., Jan 2017, In: Computerized Medical Imaging and Graphics. 55, p. 1 1 p.

    Research output: Journal Publication › Editorial

  • Quadratic divergence regularized SVM for optic disc segmentation

    Cheng, J., Tao, D., Wong, D. W. K. & Liu, J., 1 May 2017, In: Biomedical Optics Express. 8, 5, p. 2687-2696 10 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    26 Citations (Scopus)