| Machine learning for cataract classification/grading on ophthalmic imaging modalities: a survey XQ Zhang, Y Hu, ZJ Xiao, JS Fang, R Higashita, J Liu Machine Intelligence Research 19 (3), 184-208, 2022 | 67 | 2022 |
| Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images X Zhang, Z Xiao, H Fu, Y Hu, J Yuan, Y Xu, R Higashita, J Liu Medical Image Analysis 80, 102499, 2022 | 39 | 2022 |
| A novel deep learning method for nuclear cataract classification based on anterior segment optical coherence tomography images X Zhang, Z Xiao, R Higashita, W Chen, J Yuan, J Fang, Y Hu, J Liu 2020 IEEE international conference on systems, man, and cybernetics (SMC …, 2020 | 34 | 2020 |
| Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image X Zhang, Z Xiao, R Higashita, Y Hu, W Chen, J Yuan, J Liu Journal of Biomedical Informatics 128, 104037, 2022 | 26 | 2022 |
| Regional context-based recalibration network for cataract recognition in AS-OCT X Zhang, Z Xiao, B Yang, X Wu, R Higashita, J Liu Pattern Recognition 147, 110069, 2024 | 18 | 2024 |
| CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT X Zhang, Z Xiao, L Hu, G Xu, R Higashita, W Chen, J Yuan, J Liu Knowledge-Based Systems 250, 109109, 2022 | 17 | 2022 |
| Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images X Zhang, Z Xiao, X Li, X Wu, H Sun, J Yuan, R Higashita, J Liu Health Information Science and Systems 10 (1), 3, 2022 | 15 | 2022 |
| Gated channel attention network for cataract classification on AS-OCT image Z Xiao, X Zhang, R Higashita, Y Hu, J Yuan, W Chen, J Liu Neural Information Processing: 28th International Conference, ICONIP 2021 …, 2021 | 14 | 2021 |
| Mixed‐decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition X Zhang, X Wu, Z Xiao, L Hu, Z Qiu, Q Sun, R Higashita, J Liu CAAI Transactions on Intelligence Technology 9 (2), 319-332, 2024 | 13 | 2024 |
| Research on classification algorithms of nuclear cataract based on anterior segment coherence tomography image X Zhang, J Fang, Z Xiao, H Risa, W Chen, J Yuan, J Liu Computer Science, 2021 | 10 | 2021 |
| Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning X Zhang, Z Xiao, X Wu, Y Chen, J Zhao, Y Hu, J Liu IEEE Transactions on Neural Networks and Learning Systems, 2024 | 8 | 2024 |
| Screening of dementia on octa images via multi-projection consistency and complementarity X Wang, H Li, Z Xiao, H Fu, Y Zhao, R Jin, S Zhang, WR Kwapong, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 8 | 2022 |
| Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning Z Xiao, X Zhang, B Zheng, Y Guo, R Higashita, J Liu Computer Methods and Programs in Biomedicine 244, 107958, 2024 | 7 | 2024 |
| Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification X Zhang, G Xu, J Shen, Z Xiao, Q Yan, J Yuan, R Higashita, J Liu 2022 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2022 | 5 | 2022 |
| Nuclear cataract classification in anterior segment OCT based on clinical global–local features X Zhang, Z Xiao, X Wu, Y Chen, R Higashita, W Chen, J Yuan, J Liu Complex & Intelligent Systems 9 (2), 1479-1493, 2023 | 4 | 2023 |
| A novel local-global spatial attention network for cortical cataract classification in as-oct Z Xiao, X Zhang, Q Sun, Z Wei, G Xu, Y Jin, R Higashita, J Liu Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 262-273, 2022 | 3 | 2022 |
| A 3D CNN-based multi-task learning for cataract screening and left and right eye classification on 3d AS-OCT images Z Xiao, X Zhang, R Higashita, W Chen, J Yuan, J Liu Proceedings of the 2021 International Conference on Intelligent Medicine and …, 2021 | 2 | 2021 |
| Explainable machine learning framework for cataracts recognition using visual features X Wu, L Hu, Z Xiao, X Zhang, R Higashita, J Liu Visual Computing for Industry, Biomedicine, and Art 8 (1), 3, 2025 | | 2025 |
| Quantitative Measurement of Iris Melanin Content by Polarization-Sensitive Anterior Segment Optical Coherence Tomograph X Li, L Hu, B Yang, Z Xiao, M Yamanari, R Higashita, J Liu | | 2024 |
| MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation Z Xiao, X Zhang, R Higashita, J Liu International Workshop on Ophthalmic Medical Image Analysis, 63-72, 2024 | | 2024 |
Xiaoqing ZhangSUSTech,SIAT在 siat.ac.cn 的电子邮件经过验证
Xiaoqing ZhangSUSTech,SIAT在 siat.ac.cn 的电子邮件经过验证
Jiang LiuSouthern University of Science and Technology在 sustech.edu.cn 的电子邮件经过验证