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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  • 2025

    Data Heterogeneity-Aware Personalized Federated Learning for Diagnosis

    Lin, H., Li, H., Li, H., Yu, X., Yu, K., Liang, C., Fu, H. & 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. 53-62 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

  • 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

  • 2024

    3D Nodule Content-Based Metric Learning for Evidence-Based Lung Cancer Screening

    Lu, X., Wang, X., Fang, J., Zeng, N., Huang, J., Huang, C., Zhang, J., Zheng, J., Meng, H. & Liu, J., 2024, 2024 IEEE International Conference on Multimedia and Expo, ICME 2024. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).

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

  • Aggregation Strategy with Gradient Projection for Federated Learning in Diagnosis

    Lin, H., Gao, Y., Li, H., Zhang, X., Yu, X., 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. 207-218 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

  • Deep learning for macular fovea detection based on ultra-widefield fundus images

    Wang, M. H., Huang, L., Hou, G., Yang, J., Xing, L., Yuan, Q., Chong, K. K. L., Lin, Z., Zeng, P., Fang, X., Yao, X., Li, Q., Liu, J. & Lin, C., 2024, Second International Conference on Electrical, Electronics, and Information Engineering, EEIE 2023. Limongi, T. & Lin, H. (eds.). SPIE, 129831Z. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12983).

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

    Open Access

  • 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

  • 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

  • Integrating Intra-Phase Coherence and Intra-Frame Scene Perception for Panoptic Segmentation in Cataract Surgery Video

    Zhang, M., Gu, Y., Chen, X., Mou, L., Wang, F., Liu, J. & Zhao, Y., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

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

  • Investigation and Analysis of Corneal Morphology in Young Divers

    Mao, C., Wang, X., Li, H., Li, H., Zhou, D., Chen, J., Dong, H., Hu, Y. & Liu, J., 2024, Applied Intelligence - First International Conference, ICAI 2023, Proceedings. Huang, D.-S., Premaratne, P. & Yuan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-12 10 p. (Communications in Computer and Information Science; vol. 2014 CCIS).

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

  • LCINet: Local Cross-position Interaction Network for Oracle Bone Inscriptions Recognition

    Sun, Q., Zhang, X., Gui, C., Sun, H., Cai, T., Hu, Y., Tang, J. & Liu, J., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).

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

  • Semi-ECNet: Edge-Consistency Based Semi-Supervised Retinal Vessel Segmentation Network

    Qiu, Y., Qiu, Z., Hu, Y., Bi, M., Wang, Y., Chen, J., Zhao, Y., Li, H. & Liu, J., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

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

  • WaveFormer: A Wavelet Transformer for Parkinson Disease's Retinal Layer Segmentation in OCT

    Chen, Y., Zhang, X., Wang, T., Tang, C., Ye, H. & Liu, J., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).

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

    2 Citations (Scopus)
  • 2023

    ACT-Net: Anchor-Context Action Detection in Surgery Videos

    Hao, L., Hu, Y., Lin, W., Wang, Q., Li, H., Fu, H., Duan, J. & 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. 196-206 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14228 LNCS).

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

    2 Citations (Scopus)

  • A Structure-Consistency GAN for Unpaired AS-OCT Image Inpainting

    Bai, G., Li, S., Zhang, H., Higashita, R., Liu, J., Li, J. & Zhang, M., 2023, Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Proceedings. Antony, B., Chen, H., Fang, H., Fu, H., Lee, C. S. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 142-151 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14096 LNCS).

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

    2 Citations (Scopus)

  • Automatic Step Recognition with Video and Kinematic Data for Intelligent Operating Room and Beyond

    Chng, C. B., Lin, W., Hu, Y., Hu, Y., Liu, J. & Chui, C. K., 7 Dec 2023, SOICT 2023 - 12th International Symposium on Information and Communication Technology. Association for Computing Machinery, p. 599-606 8 p. (ACM International Conference Proceeding Series).

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

    Open Access

  • Clinical Pixel Feature Recalibration Module for Ophthalmic Image Classification

    Zhao, J. L., Zhang, X., Wu, X., Zhang, Z. X., Zhang, T., Li, H., Hu, Y. & Liu, J., 2023, Artificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings. Iliadis, L., Papaleonidas, A., Angelov, P. & Jayne, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 87-98 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14257 LNCS).

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

  • Combating Coronary Calcium Scoring Bias for Non-gated CT by Semantic Learning on Gated CT

    Li, J., Li, A., Fang, J., Hou, Y., Song, C., Yang, H., Wang, J., Liu, H. & Liu, J., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. Institute of Electrical and Electronics Engineers Inc., p. 2575-2583 9 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).

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

  • Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling

    Li, S., Higashita, R., Fu, H., Li, H., Niu, J. & 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. 660-670 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).

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

    Open Access
    1 Citation (Scopus)

  • Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies

    Zeng, L., Zhang, Y., Higashita, R. & Liu, J., 9 Nov 2023, ICBBE 2023 - Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering. Association for Computing Machinery, p. 67-72 6 p. (ACM International Conference Proceeding Series).

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

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

    Wu, X., Chen, Y., Yan, Q., Zhao, Y., Zhao, J., Zhang, X., Higashita, R. & Liu, J., 2023, IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).

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

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

    Lin, Y., Li, H., Liu, H., Shu, H., Li, Z., Hu, Y. & Liu, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

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

    1 Citation (Scopus)

  • 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

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

    Zhang, Y., Xi, R., Fu, H., Towey, D., Bai, R., Higashita, R. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 323-332 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14223 LNCS).

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

    Open Access
    1 Citation (Scopus)

  • 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)

  • 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

  • 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

    10 Citations (Scopus)

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

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

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

  • High-speed all-in-focus 3D imaging technology based on the liquid lens focus scanning

    Cheng, H., Wang, L., Tabata, S., He, Y., Hu, Y. & Liu, J., 2023, Optoelectronic Imaging and Multimedia Technology X. Dai, Q., Shimura, T. & Zheng, Z. (eds.). SPIE, 127670C. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12767).

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

  • LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation

    Zhang, Y., Cai, Z., 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

  • 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

  • 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

    10 Citations (Scopus)

  • Polar Eyeball Shape Net for 3D Posterior Ocular Shape Representation

    Zhang, J., Hu, Y., Qi, X., Meng, T., Wang, L., Fu, H., Yang, M. & 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. 180-190 11 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

  • Polar-Net: A Clinical-Friendly Model for Alzheimer’s Disease Detection in OCTA Images

    Liu, S., Hao, J., Xu, Y., Fu, H., Guo, X., Liu, J., Zheng, Y., Liu, Y., Zhang, J. & Zhao, Y., 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. 607-617 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).

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

    Open Access
    2 Citations (Scopus)

  • Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images

    Zhang, H., Zhang, X., Zhang, Y., Higashita, R. & Liu, J., 2023, Artificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings. Iliadis, L., Papaleonidas, A., Angelov, P. & Jayne, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 570-581 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14255 LNCS).

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

    1 Citation (Scopus)

  • Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images

    Li, X., Hao, H., Fu, H., Zhang, D., Chen, D., Qiao, Y., Liu, J., Zhao, Y. & Zhang, J., 2023, Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Proceedings. Antony, B., Chen, H., Fang, H., Fu, H., Lee, C. S. & 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. 14096 LNCS).

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

    1 Citation (Scopus)

  • RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning

    Hou, W., Cheng, Y., Xu, K., Li, W. & Liu, J., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 2134-2147 14 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

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

    3 Citations (Scopus)

  • SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception

    Xi, R., Zhang, Y., Bai, R., 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

  • Self-Supervised Structure-Preserved Image Registration Framework for Multimodal Retinal Images

    Hu, Y., Dong, S., Gong, M., Nie, Q. & Liu, J., 2023, 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023. Institute of Electrical and Electronics Engineers Inc., p. 134-138 5 p. (2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023).

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

  • Self-Supervision Boosted Retinal Vessel Segmentation for Cross-Domain Data

    Li, H., Li, H., Shu, H., Chen, J., 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

    2 Citations (Scopus)

  • Semi-Supervised Surgical Video Semantic Segmentation with Cross Supervision of Inter-Frame

    Li, D., Hu, Y., Shen, J., Hao, L. & 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

  • Synthetic Monocular Depth Estimation Dataset for Cataract Surgery Assistance

    Zhou, Y., Qiu, Z., Yang, M., Hu, Y. & 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. 1812-1817 6 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

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

  • UG-Net: Corneal Endothelial Cell Segmentation Based on Uncertainty Estimation and Soft Spatial Attention

    Zhang, Y., Wang, W., Wang, B., Cai, Z., Towey, D., Bai, R., 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

  • 2022

    A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT

    Xiao, Z., Zhang, X., Sun, Q., Wei, Z., Xu, G., Jin, Y., Higashita, R. & 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. 262-273 12 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

    2 Citations (Scopus)

  • A Novel Multi-Focus Fusion Network for Retinal Microsurgery

    Zhou, X., Hao, L., Nie, Q., Zhou, Y., Wang, L., 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

    2 Citations (Scopus)

  • Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification

    Zhang, X., Xu, G., Shen, J., Xiao, Z., Yan, Q., Yuan, J., Higashita, R. & Liu, J., 2022, ICME 2022 - IEEE International Conference on Multimedia and Expo 2022, Proceedings. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2022-July).

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

    3 Citations (Scopus)

  • Degradation-Invariant Enhancement of Fundus Images via Pyramid Constraint Network

    Liu, H., Li, H., Fu, H., Xiao, R., Gao, Y., 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. 507-516 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

    12 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

    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

    7 Citations (Scopus)

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

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

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

    1 Citation (Scopus)

  • Factorized Convolution with Spectral Normalization for Fundus Screening

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

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

    3 Citations (Scopus)