Jiang Liu

View Scopus Profile

Prof Jiang Liu

Guest Professor in Computer Science(0.2FTE)

Calculated based on number of publications stored in Pure and citations from Scopus
20032024

Research activity per year

Filter
Conference contribution

Search results

  • 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

    Open Access
    1 Citation (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

    1 Citation (Scopus)

  • 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

  • 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

  • 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. B., 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

    1 Citation (Scopus)

  • Frequency-Mixed Single-Source Domain Generalization for Medical Image Segmentation

    Li, H., Li, H., Zhao, W., Fu, H., Su, X., Hu, Y. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 127-136 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225 LNCS).

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

    Open Access
    2 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

  • 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

    2 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

  • 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

  • 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

  • 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-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

  • 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

  • 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

  • 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

    1 Citation (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

    Open Access
    5 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

  • 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

    5 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)

  • 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
    4 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

    2 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

    1 Citation (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

  • 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
    1 Citation (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

  • 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

  • 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

  • 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

    5 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
    8 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

    Open Access
    9 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

    Open Access
    2 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

    7 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

    3 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
    1 Citation (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
    5 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

    Open Access
    30 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