Research output per year
Research output per year
- 1 - 50 out of 145 results
Search results
-
2024
A ranking-based multi-scale feature calibration network for nuclear cataract grading in AS-OCT images
Gu, Y., Fang, L., Mou, L., Ma, S., Yan, Q., Zhang, J., Liu, F., Liu, J. & Zhao, Y., Apr 2024, In: Biomedical Signal Processing and Control. 90, 105836.Research output: Journal Publication › Article › peer-review
2 Citations (Scopus) -
Cross-modal attention network for retinal disease classification based on multi-modal images
Liu, Z., Hu, Y., Qiu, Z., Niu, Y., Zhou, D., Li, X., Shen, J., Jiang, H., Li, H. & Liu, J., 1 Jun 2024, In: Biomedical Optics Express. 15, 6, p. 3699-3714 16 p.Research output: Journal Publication › Article › peer-review
Open Access -
DCAMIL: Eye-tracking guided dual-cross-attention multi-instance learning for refining fundus disease detection
Jiang, H., Gao, M., Huang, J., Tang, C., Zhang, X. & Liu, J., 1 Jun 2024, In: Expert Systems with Applications. 243, 122889.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus) -
Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement
Li, H., Lin, Z., Qiu, Z., Li, Z., Niu, K., Guo, N., Fu, H., Hu, Y. & Liu, J., 1 Apr 2024, In: IEEE Transactions on Medical Imaging. 43, 4, p. 1323-1336 14 p.Research output: Journal Publication › Article › peer-review
Open Access3 Citations (Scopus) -
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy
Jiang, H., Gao, M., Liu, Z., Tang, C., Zhang, X., Jiang, S., Yuan, W. & Liu, J., 2024, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics. p. 1-14 14 p.Research output: Journal Publication › Article › peer-review
1 Citation (Scopus) -
Guidewire Endpoint Detection Based on Pixel-Adjacent Relation during Robot-Assisted Intravascular Catheterization: In Vivo Mammalian Models
Du, W., Yi, G., Omisore, O. M., Duan, W., Chen, X., Akinyemi, T., Liu, J., Lee, B. G. & Wang, L., 6 Jan 2024, (Published Online) In: Advanced Intelligent Systems. 6, 4, 2300687.Research output: Journal Publication › Article › peer-review
Open Access1 Citation (Scopus) -
Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding
Lin, W., Hu, Y., Fu, H., Yang, M., Chng, C. B., Kawasaki, R., Chui, C. & Liu, J., 2024, In: IEEE Transactions on Medical Imaging. 43, 8, p. 2803-2813 11 p.Research output: Journal Publication › Article › peer-review
Open Access -
Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception
Zhang, Y., Xi, R., Wang, W., Li, H., Hu, L., Lin, H., Towey, D., Bai, R., Fu, H., Higashita, R. & Liu, J., 1 Jun 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 3, p. 2297-2309 13 p.Research output: Journal Publication › Article › peer-review
1 Citation (Scopus) -
Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition
Zhang, X., Wu, X., Xiao, Z., Hu, L., Qiu, Z., Sun, Q., Higashita, R. & Liu, J., Apr 2024, In: CAAI Transactions on Intelligence Technology. 9, 2, p. 319-332 14 p.Research output: Journal Publication › Article › peer-review
Open Access7 Citations (Scopus) -
Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning
Xiao, Z., Zhang, X., Zheng, B., Guo, Y., Higashita, R. & Liu, J., Feb 2024, In: Computer Methods and Programs in Biomedicine. 244, 107958.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus) -
Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning
Zhang, X., Xiao, Z., Wu, X., Chen, Y., Zhao, J., Hu, Y. & Liu, J., 2024, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-14 14 p.Research output: Journal Publication › Article › peer-review
Open Access2 Citations (Scopus) -
Regional context-based recalibration network for cataract recognition in AS-OCT
Zhang, X., Xiao, Z., Yang, B., Wu, X., Higashita, R. & Liu, J., Mar 2024, In: Pattern Recognition. 147, 110069.Research output: Journal Publication › Article › peer-review
9 Citations (Scopus) -
Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation
Qiu, Z., Hu, Y., Chen, X., Zeng, D., Hu, Q. & Liu, J., 1 Jan 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 1, p. 451-464 14 p.Research output: Journal Publication › Article › peer-review
Open Access3 Citations (Scopus) -
Suppressing label noise in medical image classification using mixup attention and self-supervised learning
Gao, M., Jiang, H., Hu, Y., Ren, Q., Xie, Z. & Liu, J., 21 May 2024, In: Physics in Medicine and Biology. 69, 10, 105026.Research output: Journal Publication › Article › peer-review
Open Access -
2023
A generic fundus image enhancement network boosted by frequency self-supervised representation learning
Li, H., Liu, H., Fu, H., Xu, Y., Shu, H., Niu, K., Hu, Y. & Liu, J., Dec 2023, In: Medical Image Analysis. 90, 102945.Research output: Journal Publication › Article › peer-review
Open Access5 Citations (Scopus) -
Association of retinal microvascular abnormalities and neuromyelitis optica spectrum disorders with optical coherence tomography angiography
Guo, J., Zhang, D., Gong, Y., Liu, J., Zhang, J. & Zhao, Y., 2023, In: Frontiers in Neuroscience. 17, 1194661.Research output: Journal Publication › Article › peer-review
Open Access2 Citations (Scopus) -
Cascaded face super-resolution with shape and identity priors
Zeng, D., Li, Z., Yan, X., Jiang, W., Wang, X., Liu, J. & Tang, B., 18 Sept 2023, In: IET Image Processing. 17, 11, p. 3309-3322 14 p.Research output: Journal Publication › Article › peer-review
Open Access1 Citation (Scopus) -
CGBA-Net: context-guided bidirectional attention network for surgical instrument segmentation
Wang, Y., Hu, Y., Shen, J., Zhang, X., Li, H., Qiu, Z., Ye, F. & Liu, J., Oct 2023, In: International journal of computer assisted radiology and surgery. 18, 10, p. 1769-1781 13 p.Research output: Journal Publication › Article › peer-review
7 Citations (Scopus) -
Crystalline lens nuclear age prediction as a new biomarker of nucleus degeneration
Guo, M., Higashita, R., Lin, C., Hu, L., Chen, W., Li, F., Lai, G. W. K., Nguyen, A., Sakata, R., Okamoto, K., Tang, B., Xu, Y., Fu, H., Gao, F., Aihara, M., Zhang, X., Yuan, J., Lin, S., Leung, C. K. S. & Liu, J., 26 Jul 2023, In: British Journal of Ophthalmology. 108, 4, p. 513-521 9 p.Research output: Journal Publication › Article › peer-review
-
Deep learning based ultrasonic visualization of distal humeral cartilage for image-guided therapy: a pilot validation study
Zhao, W., Su, X., Guo, Y., Li, H., Basnet, S., Chen, J., Yang, Z., Zhong, R., Liu, J., Chui, E. C. S., Pei, G. & Li, H., Aug 2023, In: Quantitative Imaging in Medicine and Surgery. 13, 8, p. 5306-5320 15 p.Research output: Journal Publication › Article › peer-review
Open Access2 Citations (Scopus) -
Deep metric learning with mirror attention and fine triplet loss for fundus image retrieval in ophthalmology
Fang, J., Zeng, M., Zhang, X., Liu, H., Zhao, Y., Zhang, P., Yang, H., Liu, J., Miao, H., Hu, Y. & Liu, J., Feb 2023, In: Biomedical Signal Processing and Control. 80, 104277.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus) -
Deep segmentation of OCTA for evaluation and association of changes of retinal microvasculature with Alzheimer’s disease and mild cognitive impairment
Xie, J., Yi, Q., Wu, Y., Zheng, Y., Liu, Y., Macerollo, A., Fu, H., Xu, Y., Zhang, J., Behera, A., Fan, C., Frangi, A. F., Liu, J., Lu, Q., Qi, H. & Zhao, Y., 3 Jan 2023, In: British Journal of Ophthalmology. 108, 3, p. 432-439 8 p.Research output: Journal Publication › Article › peer-review
Open Access18 Citations (Scopus) -
Eye tracking based deep learning analysis for the early detection of diabetic retinopathy: A pilot study
Jiang, H., Hou, Y., Miao, H., Ye, H., Gao, M., Li, X., Jin, R. & Liu, J., Jul 2023, In: Biomedical Signal Processing and Control. 84, 104830.Research output: Journal Publication › Article › peer-review
9 Citations (Scopus) -
Guidewire Endpoint Detection Based on Pixel Adjacent Relation in Robot-assisted Cardiovascular Interventions
Du, W., Yi, G., Omisore, O. M., Duan, W., Akinyemi, T. O., Chen, X., Wang, L., Lee, B. G. & Liu, J., 1 Jul 2023, In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2023, p. 1-5 5 p.Research output: Journal Publication › Article › peer-review
1 Citation (Scopus) -
HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT
Yang, B., Zhang, X., Li, S., Higashita, R. & Liu, J., 2023, In: IEEE Signal Processing Letters. 30, p. 1342-1346 5 p.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus) -
Lens structure segmentation from AS-OCT images via shape-based learning
Fang, H., Yin, P., Chen, H., Fang, Y., Chen, W., Yuan, J., Risa, H., Liu, J. & Xu, Y., Mar 2023, In: Computer Methods and Programs in Biomedicine. 230, 107322.Research output: Journal Publication › Article › peer-review
2 Citations (Scopus) -
Long-term gridded land evapotranspiration reconstruction using Deep Forest with high generalizability
Feng, Q., Shen, J., Yang, F., Liang, S., Liu, J., Kuang, X., Wang, D. & Zeng, Z., Dec 2023, In: Scientific data. 10, 1, 908.Research output: Journal Publication › Article › peer-review
Open Access2 Citations (Scopus) -
Mask Attack Detection Using Vascular-Weighted Motion-Robust rPPG Signals
Yao, C., Ren, J., Bai, R., Du, H., Liu, J. & Jiang, X., 2023, In: IEEE Transactions on Information Forensics and Security. 18, p. 4313-4328 16 p.Research output: Journal Publication › Article › peer-review
Open Access5 Citations (Scopus) -
Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification
Jiang, H., Gao, M., Li, H., Jin, R., Miao, H. & Liu, J., 1 Jan 2023, In: IEEE Journal of Biomedical and Health Informatics. 27, 1, p. 17-28 12 p.Research output: Journal Publication › Article › peer-review
20 Citations (Scopus) -
Nuclear cataract classification in anterior segment OCT based on clinical global–local features
Zhang, X., Xiao, Z., Wu, X., Chen, Y., Higashita, R., Chen, W., Yuan, J. & Liu, J., Apr 2023, In: Complex and Intelligent Systems. 9, 2, p. 1479-1493 15 p.Research output: Journal Publication › Article › peer-review
Open Access1 Citation (Scopus) -
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth
Fang, J., Wang, J., Li, A., Yan, Y., Liu, H., Li, J., Yang, H., Hou, Y., Yang, X., Yang, M. & Liu, J., 1 Dec 2023, In: IEEE Transactions on Medical Imaging. 42, 12, p. 3602-3613 12 p.Research output: Journal Publication › Article › peer-review
-
Reproducibility of deep learning based scleral spur localisation and anterior chamber angle measurements from anterior segment optical coherence tomography images
Liu, P., Higashita, R., Guo, P. Y., Okamoto, K., Li, F., Nguyen, A., Sakata, R., Duan, L., Aihara, M., Lin, S., Zhang, X., Leung, C. K. S. & Liu, J., 2023, In: British Journal of Ophthalmology. 107, 6, p. 802-808 7 p.Research output: Journal Publication › Article › peer-review
Open Access16 Citations (Scopus) -
Retinal layers changes in patients with age-related macular degeneration treated with intravitreal anti-VEGF agents
Zhou, D., Hu, Y., Qiu, Z., Liu, Z., Jiang, H., Kawasaki, R. & Liu, J., Dec 2023, In: BMC Ophthalmology. 23, 1, 451.Research output: Journal Publication › Article › peer-review
Open Access -
Serum Uric Acid Levels Are Associated With Macula Microvasculature Changes In Hypertensive White Matter Hyperintensity Patients
Wei, R., Xie, J., Meng, F., He, F., Liu, J., Zhao, Y. & Liang, H., 2023, In: Current Neurovascular Research. 20, 1, p. 132-139 8 p.Research output: Journal Publication › Article › peer-review
Open Access3 Citations (Scopus) -
Spatial Context-Aware Object-Attentional Network for Multi-Label Image Classification
Zhang, J., Ren, J., Zhang, Q., Liu, J. & Jiang, X., 2023, In: IEEE Transactions on Image Processing. 32, p. 3000-3012 13 p.Research output: Journal Publication › Article › peer-review
Open Access21 Citations (Scopus) -
Structural priors guided network for the corneal endothelial cell segmentation
Zhang, Y., Xi, R., Zeng, L., Towey, D., Bai, R., Higashita, R. & Liu, J., Aug 2023, In: IEEE Transactions on Medical Imaging. 43, 1, p. 1 1 p.Research output: Journal Publication › Article › peer-review
-
Structure-Oriented Transformer for retinal diseases grading from OCT images
Shen, J., Hu, Y., Zhang, X., Gong, Y., Kawasaki, R. & Liu, J., Jan 2023, In: Computers in Biology and Medicine. 152, 106445.Research output: Journal Publication › Article › peer-review
6 Citations (Scopus) -
StruNet: Perceptual and low-rank regularized transformer for medical image denoising
Ma, Y., Yan, Q., Liu, Y., Liu, J., Zhang, J. & Zhao, Y., Dec 2023, In: Medical Physics. 50, 12, p. 7654-7669 16 p.Research output: Journal Publication › Article › peer-review
Open Access7 Citations (Scopus) -
2022
3D vessel-like structure segmentation in medical images by an edge-reinforced network
Xia, L., Zhang, H., Wu, Y., Song, R., Ma, Y., Mou, L., Liu, J., Xie, Y., Ma, M. & Zhao, Y., Nov 2022, In: Medical Image Analysis. 82, 102581.Research output: Journal Publication › Article › peer-review
37 Citations (Scopus) -
Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image
Zhang, X., Xiao, Z., Higashita, R., Hu, Y., Chen, W., Yuan, J. & Liu, J., Apr 2022, In: Journal of Biomedical Informatics. 128, 104037.Research output: Journal Publication › Article › peer-review
Open Access20 Citations (Scopus) -
An Annotation-Free Restoration Network for Cataractous Fundus Images
Li, H., Liu, H., Hu, Y., Fu, H., Zhao, Y., Miao, H. & Liu, J., 1 Jul 2022, In: IEEE Transactions on Medical Imaging. 41, 7, p. 1699-1710 12 p.Research output: Journal Publication › Article › peer-review
Open Access40 Citations (Scopus) -
An artificial intelligence reconstruction of global gridded surface winds
Zhou, L., Liu, H., Jiang, X., Ziegler, A. D., Azorin-Molina, C., Liu, J. & Zeng, Z., 31 Oct 2022, In: Science Bulletin. 67, 20, p. 2060-2063 4 p.Research output: Journal Publication › Article › peer-review
5 Citations (Scopus) -
AS-Net: Fast Photoacoustic Reconstruction with Multi-Feature Fusion from Sparse Data
Guo, M., Lan, H., Yang, C., Liu, J. & Gao, F., 2022, In: IEEE Transactions on Computational Imaging. 8, p. 215-223 9 p.Research output: Journal Publication › Article › peer-review
Open Access16 Citations (Scopus) -
Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images
Zhang, X., Xiao, Z., Fu, H., Hu, Y., Yuan, J., Xu, Y., Higashita, R. & Liu, J., Aug 2022, In: Medical Image Analysis. 80, 102499.Research output: Journal Publication › Article › peer-review
Open Access28 Citations (Scopus) -
Automatic choroid layer segmentation in OCT images via context efficient adaptive network
Yan, Q., Gu, Y., Zhao, J., Wu, W., Ma, Y., Liu, J., Zhang, J. & Zhao, Y., 29 Jun 2022, (Published Online) In: Applied Intelligence. 53, 5, p. 5554-5566 13 p.Research output: Journal Publication › Article › peer-review
7 Citations (Scopus) -
CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT
Zhang, X., Xiao, Z., Hu, L., Xu, G., Higashita, R., Chen, W., Yuan, J. & Liu, J., 17 Aug 2022, In: Knowledge-Based Systems. 250, 109109.Research output: Journal Publication › Article › peer-review
14 Citations (Scopus) -
Combating spatial redundancy with spectral norm attention in convolutional learners
Fang, J., Zeng, D., Yan, X., Zhang, Y., Liu, H., Tang, B., Yang, M. & Liu, J., 28 Oct 2022, In: Neurocomputing. 511, p. 105-116 12 p.Research output: Journal Publication › Article › peer-review
1 Citation (Scopus) -
DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity
Mou, L., Qi, H., Liu, Y., Zheng, Y., Matthew, P., Su, P., Liu, J., Zhang, J. & Zhao, Y., 1 Aug 2022, In: IEEE Transactions on Medical Imaging. 41, 8, p. 2079-2091 13 p.Research output: Journal Publication › Article › peer-review
Open Access10 Citations (Scopus) -
Dynamic analysis of iris changes and a deep learning system for automated angle-closure classification based on AS-OCT videos
Hao, L., Hu, Y., Xu, Y., Fu, H., Miao, H., Zheng, C. & Liu, J., Dec 2022, In: Eye and Vision. 9, 1, 41.Research output: Journal Publication › Article › peer-review
Open Access5 Citations (Scopus) -
Effects of High-Definition Transcranial Direct Current Stimulation Over the Primary Motor Cortex on Cold Pain Sensitivity Among Healthy Adults
Li, X., Lin, X., Yao, J., Chen, S., Hu, Y., Liu, J. & Jin, R., 18 Mar 2022, In: Frontiers in Molecular Neuroscience. 15, 853509.Research output: Journal Publication › Article › peer-review
Open Access5 Citations (Scopus)