| MS-CAM: Multi-scale class activation maps for weakly-supervised segmentation of geographic atrophy lesions in SD-OCT images X Ma, Z Ji, S Niu, T Leng, DL Rubin, Q Chen IEEE Journal of Biomedical and Health Informatics 24 (12), 3443-3455, 2020 | 43 | 2020 |
| Self-supervised sequence recovery for semi-supervised retinal layer segmentation J Yang, Y Tao, Q Xu, Y Zhang, X Ma, S Yuan, Q Chen IEEE Journal of Biomedical and Health Informatics 26 (8), 3872-3883, 2022 | 18 | 2022 |
| Automated Grading of Diabetic Retinopathy with Ultra‐Widefield Fluorescein Angiography and Deep Learning X Wang, Z Ji, X Ma, Z Zhang, Z Yi, H Zheng, W Fan, C Chen Journal of Diabetes Research 2021 (1), 2611250, 2021 | 15 | 2021 |
| LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images Y Tao, X Ma, Y Zhang, K Huang, Z Ji, W Fan, S Yuan, Q Chen IEEE Journal of Biomedical and Health Informatics 27 (5), 2432-2443, 2023 | 4 | 2023 |
| Prior knowledge auxiliary for few-shot pest detection in the wild X Wang, J Du, C Xie, S Wu, X Ma, K Liu, S Dong, T Chen Frontiers in Plant Science 13, 1033544, 2023 | 4 | 2023 |
| Lamnet: A lesion attention maps-guided network for the prediction of choroidal neovascularization volume in sd-oct images Y Zhang, X Ma, M Li, Z Ji, S Yuan, Q Chen IEEE Journal of Biomedical and Health Informatics 26 (4), 1660-1671, 2021 | 4 | 2021 |
| Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks K Huang, N Su, X Ma, M Li, J Yang, S Yuan, Y Liu, Q Chen Biomedical Signal Processing and Control 84, 104982, 2023 | 3 | 2023 |
| PRGAN: A Progressive Refined GAN for Lesion Localization and Segmentation on High-Resolution Retinal Fundus Photography A Chen, X Ma, Q Chen, Z Ji Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 274-285, 2022 | 2 | 2022 |
| Diverse Data Generation for Retinal Layer Segmentation with Potential Structure Modelling K Huang, X Ma, Z Zhang, Y Zhang, S Yuan, H Fu, Q Chen IEEE Transactions on Medical Imaging, 2024 | 1 | 2024 |
| Mask Distillation Network for Conjunctival Hyperemia Severity Classification M Li, K Huang, X Ma, Y Wang, W Fan, Q Chen Machine Intelligence Research 20 (6), 909-922, 2023 | 1 | 2023 |
| Unsupervised Medical Image Registration Based on Multi-scale Cascade Network Y Ge, X Ma, Q Chen, Z Ji Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 251-261, 2022 | 1 | 2022 |
| Label adversarial learning for skeleton-level to pixel-level adjustable vessel segmentation M Li, K Huang, Z Zhang, X Ma, Q Chen arXiv preprint arXiv:2205.03646, 2022 | 1 | 2022 |
| Multimodal deep learning model for staging diabetic retinopathy based on ultra-widefield fluorescence angiography W FAN, X WANG, X MA, S YUAN, C CHEN, Z JI Chinese Journal of Ocular Fundus Diseases, 139-145, 2022 | 1 | 2022 |
| Progressive Group Convolution Fusion network for colon polyp segmentation Z Ji, H Qian, X Ma Biomedical Signal Processing and Control 96, 106586, 2024 | | 2024 |
| Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT Z Ji, X Ma, T Leng, DL Rubin, Q Chen Pattern Recognition 153, 110507, 2024 | | 2024 |
| Test-Time Generative Augmentation for Medical Image Segmentation X Ma, Y Tao, Y Zhang, Z Ji, Y Zhang, Q Chen arXiv preprint arXiv:2406.17608, 2024 | | 2024 |
| OCT Image Generation for Subretinal Fluid Segmentation with Finite Element Structure Modeling B Xie, X Zhang, K Huang, X Ma, Z Zhang, Q Chen 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | | 2024 |
| Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models K Huang, X Ma, Y Zhang, N Su, S Yuan, Y Liu, Q Chen, H Fu arXiv preprint arXiv:2405.16516, 2024 | | 2024 |
| Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation K Huang, X Ma, N Su, S Yuan, Q Chen ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| Semantic-oriented Visual Prompt Learning for Diabetic Retinopathy Grading on Fundus Images Y Zhang, X Ma, K Huang, M Li, PA Heng IEEE Transactions on Medical Imaging, 2024 | | 2024 |
