Jiang Liu

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Prof Jiang Liu

Guest Professor in Computer Science(0.2FTE)

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20032025

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  • 2022

    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)

  • 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
    12 Citations (Scopus)

  • Instrument-tissue Interaction Quintuple Detection in Surgery Videos

    Lin, W., Hu, Y., Hao, L., Zhou, D., Yang, M., Fu, H., Chui, C. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 399-409 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13437 LNCS).

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

    6 Citations (Scopus)

  • Interaction-Oriented Feature Decomposition for Medical Image Lesion Detection

    Shen, J., Hu, Y., Zhang, X., Qiu, Z., Deng, T., Xu, Y. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 324-333 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13433 LNCS).

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

    3 Citations (Scopus)

  • 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)

  • Pulmonary Nodule Detection Based on RPN with Squeeze-and-Excitation Block

    Lu, X., Wang, X., Fang, J., Zeng, N., Xiang, Y., Zhang, J., Zheng, J. & Liu, J., 19 Aug 2022, ICCCV 2022 - Proceedings of the 5th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 85-92 8 p. (ACM International Conference Proceeding Series).

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

    Open Access
    2 Citations (Scopus)

  • Reassembling Consistent-Complementary Constraints in Triplet Network for Multi-view Learning of Medical Images

    Wang, X., Fang, J., Zeng, N., Huang, J., Miao, H., Kwapong, W. R., Zhang, Z., Zhang, S. & 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. 1235-1240 6 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)

  • Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios

    Shu, K., Li, H., Cheng, J., Guo, Q., Leng, L., Liao, J., 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. 1724-1729 6 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

    8 Citations (Scopus)

  • Sample Alignment for Image-to-Image Translation Based Medical Domain Adaptation

    Li, H., Liu, H., Wang, X., Yi, C., Chen, 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

    1 Citation (Scopus)

  • Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity

    Wang, X., Li, H., Xiao, Z., Fu, H., Zhao, Y., Jin, R., Zhang, S., Kwapong, W. R., Zhang, Z., Miao, H. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 688-698 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13432 LNCS).

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

    4 Citations (Scopus)

  • Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans

    Fang, J., Wang, J., Li, A., Yan, Y., Hou, Y., Song, C., Liu, H. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 484-494 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13431 LNCS).

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

    10 Citations (Scopus)

  • SPATIAL-CONTEXT-AWARE DEEP NEURAL NETWORK FOR MULTI-CLASS IMAGE CLASSIFICATION

    Zhang, J., Zhang, Q., Ren, J., Zhao, Y. & Liu, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1960-1964 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

    Open Access
    10 Citations (Scopus)

  • Structure-Consistent Restoration Network for Cataract Fundus Image Enhancement

    Li, H., Liu, H., Fu, H., Shu, H., Zhao, Y., Luo, X., Hu, Y. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 487-496 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13432 LNCS).

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

    26 Citations (Scopus)

  • SuperVessel: Segmenting High-Resolution Vessel from Low-Resolution Retinal Image

    Hu, Y., Qiu, Z., Zeng, D., Jiang, L., Lin, C. & Liu, J., 2022, Pattern Recognition and Computer Vision - 5th Chinese Conference, PRCV 2022, Proceedings. Yu, S., Zhang, J., Zhang, Z., Tan, T., Yuen, P. C., Guo, Y., Han, J. & Lai, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 178-190 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13535 LNCS).

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

    6 Citations (Scopus)

  • Understanding How Fundus Image Quality Degradation Affects CNN-based Diagnosis

    Liu, H., Li, H., Wang, X., Li, H., Ou, M., 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. 438-442 5 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

    9 Citations (Scopus)

  • Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography

    Bai, Y., Hao, J., Fu, H., Hu, Y., Ge, X., Liu, J., Zhao, Y. & Zhang, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 560-570 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13432 LNCS).

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

    5 Citations (Scopus)

  • Weighted Concordance Index Loss-Based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy

    Fang, J., Li, A., OuYang, P. Y., Li, J., Wang, J., Liu, H., Xie, F. Y. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 191-201 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13437 LNCS).

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

    Open Access
    2 Citations (Scopus)
  • 2021

    3D vessel reconstruction in OCT-angiography via depth map estimation

    Yu, S., Xie, J., Hao, J., Zheng, Y., Zhang, J., Hu, Y., Liu, J. & Zhao, Y., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 1609-1613 5 p. 9434042. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    Open Access
    9 Citations (Scopus)

  • A 3D CNN-based Multi-task Learning for Cataract screening and left and right eye classification on 3D AS-OCT images

    Xiao, Z., Zhang, X., Higashita, R., Chen, W., Yuan, J. & Liu, J., 13 Aug 2021, Proceedings of the 2021 3rd International Conference on Intelligent Medicine and Health, ICIMH 2021. Association for Computing Machinery, p. 1-7 7 p. (ACM International Conference Proceeding Series).

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

    2 Citations (Scopus)

  • A Multi-branch Hybrid Transformer Network for Corneal Endothelial Cell Segmentation

    Zhang, Y., Higashita, R., Fu, H., Xu, Y., Zhang, Y., Liu, H., Zhang, J. & Liu, J., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 99-108 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12901 LNCS).

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

    48 Citations (Scopus)

  • A Multi-Scale Self-Attention Network for Diabetic Retinopathy Retrieval

    Zeng, M., Fang, J., Miao, H., Zhang, T. & Liu, J., 13 Aug 2021, ICCCV 2021 - Proceedings of the 4th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 101-106 6 p. (ACM International Conference Proceeding Series).

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

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

    Yu, S., Liu, Y., Zhang, J., Xie, J., Zheng, Y., Liu, J. & Zhao, Y., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 13-23 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12908 LNCS).

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

    Open Access
    6 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

    13 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

  • 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

  • Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network

    Zhang, Y., Higashita, R., Xu, Y., Santo, D., Hu, Y., Long, G. & Liu, J., 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. 92-100 9 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

  • Learning from Human Uncertainty by Choquet Integral for Optic Disc Segmentation

    Qiu, H., Su, P., Jiang, S., Yue, X., Zhao, Y. & Liu, J., 13 Aug 2021, ICCCV 2021 - Proceedings of the 4th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 7-12 6 p. (ACM International Conference Proceeding Series).

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

    Open Access
    2 Citations (Scopus)

  • Memory-assisted dual-end adaptation network for choroid segmentation in multi-domain optical coherence tomography

    Chai, Z., Yang, J., Zhou, K., Chen, Z., Zhao, Y., Gao, S. & Liu, J., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 1614-1617 4 p. 9433866. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    2 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

  • 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; vol. 2021-January).

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

    9 Citations (Scopus)

  • Restoration of cataract fundus images via unsupervised domain adaptation

    Li, H., Liu, H., Hu, Y., Higashita, R., Zhao, Y., Qi, H. & Liu, J., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 516-520 5 p. 9433795. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    16 Citations (Scopus)

  • rPPG-based spoofing detection for face mask attack using efficientnet on weighted spatial-temporal representation

    Yao, C., Wang, S., Zhang, J., He, W., Du, H., Ren, J., Bai, R. & Liu, J., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 3872-3876 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

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

    20 Citations (Scopus)

  • Surgical instrument segmentation based on multi-scale and multi-level feature network

    Wang, Y., Qiu, Z., Hu, Y., Chen, H., Ye, F. & 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. 2672-2675 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2021-January).

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

    4 Citations (Scopus)

  • The Role of Spatial Alignment in Multimodal Medical Image Fusion Using Deep Learning for Diagnostic Problems

    Wang, X., Shu, K., Kuang, H., Luo, S., Jin, R. & Liu, J., 13 Aug 2021, Proceedings of the 2021 3rd International Conference on Intelligent Medicine and Health, ICIMH 2021. Association for Computing Machinery, p. 40-46 7 p. (ACM International Conference Proceeding Series).

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

    2 Citations (Scopus)
  • 2020

    An Efficient Lens Structures Segmentation Method on AS-OCT Images

    Cao, G., Zhao, W., Higashita, R., Liu, J., Chen, W., Yuan, J., Zhang, Y. & Yang, M., 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. 1646-1649 4 p. 9175944. (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

    15 Citations (Scopus)

  • A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images

    Zhang, X., Xiao, Z., Higashita, R., Chen, W., Yuan, J., Fang, J., Hu, Y. & Liu, J., 11 Oct 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., p. 662-668 7 p. 9283218. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2020-October).

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

    30 Citations (Scopus)

  • Attention-based Saliency Hashing for Ophthalmic Image Retrieval

    Fang, J., Xu, Y., Zhang, X., Hu, Y., Liu, J. & Liu, J., 16 Dec 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y.-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 990-995 6 p. 9313536. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

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

    Open Access
    16 Citations (Scopus)

  • Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor

    Zhao, K., Zhang, H., Zhao, Y., Xie, J., Zheng, Y., Borroni, D., Qi, H. & Liu, J., 2020, Medical Image Understanding and Analysis - 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 459-469 11 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

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

  • Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network

    Zhang, H., Xia, L., Song, R., Yang, J., Hao, H., Liu, J. & Zhao, Y., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 66-75 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12266 LNCS).

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

    33 Citations (Scopus)

  • Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images

    Xie, J., Liu, Y., Zheng, Y., Su, P., Hu, Y., Yang, J., 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. 117-127 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12266 LNCS).

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

    8 Citations (Scopus)

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

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

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

    2 Citations (Scopus)

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

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

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

    12 Citations (Scopus)

  • Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement

    Ma, Y., Liu, Y., Cheng, J., Zheng, Y., Ghahremani, M., Chen, H., Liu, J. & Zhao, Y., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 667-677 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12262 LNCS).

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

    23 Citations (Scopus)

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

    Mao, X., Zhao, Y., Chen, B., Ma, Y., Gu, Z., Gu, S., Yang, J., Cheng, J. & Liu, J., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 1641-1645 5 p. 9175631. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

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

    17 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
    94 Citations (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)

  • 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)

  • 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)

  • 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)