| Ophglm: Training an ophthalmology large language-and-vision assistant based on instructions and dialogue W Gao, Z Deng, Z Niu, F Rong, C Chen, Z Gong, W Zhang, D Xiao, F Li, ... arXiv preprint arXiv:2306.12174, 2023 | 27 | 2023 |
| FNeXter: A multi-scale feature fusion network based on ConvNeXt and transformer for retinal OCT fluid segmentation Z Niu, Z Deng, W Gao, S Bai, Z Gong, C Chen, F Rong, F Li, L Ma Sensors 24 (8), 2425, 2024 | 5 | 2024 |
| Fundus photograph-based cataract evaluation network using deep learning W Gao, L Shao, F Li, L Dong, C Zhang, Z Deng, P Qin, W Wei, L Ma Frontiers in Physics 11, 1235856, 2024 | 4 | 2024 |
| OphGLM: An ophthalmology large language-and-vision assistant Z Deng, W Gao, C Chen, Z Niu, Z Gong, R Zhang, Z Cao, F Li, Z Ma, ... Artificial Intelligence in Medicine 157, 103001, 2024 | 3 | 2024 |
| Enhancing ophthalmology medical record management with multi-modal knowledge graphs W Gao, F Rong, L Shao, Z Deng, D Xiao, R Zhang, C Chen, Z Gong, Z Niu, ... Scientific Reports 14 (1), 23221, 2024 | 3 | 2024 |
| AMD-SD: An Optical Coherence Tomography Image Dataset for wet AMD Lesions Segmentation Y Hu, Y Gao, W Gao, W Luo, Z Yang, F Xiong, Z Chen, Y Lin, X Xia, X Yin, ... Scientific Data 11 (1), 1014, 2024 | 2 | 2024 |
| Evaluating retinal blood vessels for predicting white matter hyperintensities in ischemic stroke: A deep learning approach Y Zhuo, W Gao, Z Wu, L Jiang, Y Luo, X Ma, Z Deng, L Ma, J Wu Journal of Stroke and Cerebrovascular Diseases 33 (12), 108070, 2024 | 1 | 2024 |
| FTSNet: Fundus Tumor Segmentation Network on Multiple Scales Guided by Classification Results and Prompts S Bai, Z Deng, J Yang, Z Gong, W Gao, L Shao, F Li, W Wei, L Ma Bioengineering 11 (9), 950, 2024 | 1 | 2024 |
| Predicting city origin-destination flow with generative pre-training M Zhang, L Gao, Q Wang, W Gao International Conference on Artificial Neural Networks, 233-245, 2024 | 1 | 2024 |
| ADF-OCT: An advanced Assistive Diagnosis Framework for study-level macular optical coherence tomography W Gao, W Li, D Fang, Z Gong, C Chen, Z Deng, F Rong, L Chen, L Feng, ... Information Fusion 117, 102877, 2025 | | 2025 |
| Versatile Cataract Fundus Image Restoration Model Utilizing Unpaired Cataract and High-quality Images Z Gong, Z Deng, W Gao, W Zhou, Y Yang, H Zhao, Z Niu, L Shao, W Wei, ... arXiv preprint arXiv:2411.12278, 2024 | | 2024 |
| Acquire Precise and Comparable Fundus Image Quality Score: FTHNet and FQS Dataset Z Gong, Z Deng, R Gan, Z Niu, L Chen, C Huang, J Liang, W Gao, F Li, ... arXiv preprint arXiv:2411.12273, 2024 | | 2024 |
| ProTeM: Unifying Protein Function Prediction via Text Matching M Qin, X Li, Y Wang, Z Li, H Ye, Z Wang, W Gao, S Liang, Q Zhang, ... International Conference on Artificial Neural Networks, 132-146, 2024 | | 2024 |
| Enhancing LM’s Task Adaptability: Powerful Post-training Framework with Reinforcement Learning from Model Feedback F Rong, W Gao, Z Deng, Z Gong, C Chen, W Zhang, Z Niu, F Li, L Ma International Conference on Artificial Neural Networks, 423-432, 2024 | | 2024 |
| TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and Transformer W Gao, Z Gong, Z Deng, F Rong, C Chen, L Ma arXiv preprint arXiv:2409.08806, 2024 | | 2024 |
| FTSEGNET: A Novel Transformer-Based Fundus Tumor Segmentation Model Guided by Pre-Trained Classification Results Z Deng, Z Gong, W Gao, J Yang, L Shao, F Li, W Wei, L Ma 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | | 2024 |
| DBA-PMC: A Mutually Enhancing Dual-Branch Architecture for Pathologic Myopia and Myopic Maculopathy Classification C Chen, Z Gong, Z Deng, W Gao, F Li, L Ma, L Shao, R Zhang, W Wei 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | | 2024 |