Xiao Ma

According to our database, Xiao Ma authored at least 24 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Shared Hybrid Attention Transformer network for colon polyp segmentation.

Zexuan Ji, Hao Qian, Xiao Ma

Neurocomputing, 2025

2024

Diverse Data Generation for Retinal Layer Segmentation With Potential Structure Modeling.

Kun Huang, Xiao Ma, Zetian Zhang, Yuhan Zhang, Songtao Yuan, Huazhu Fu, Qiang Chen

IEEE Trans. Medical Imaging, October, 2024

Semantic-Oriented Visual Prompt Learning for Diabetic Retinopathy Grading on Fundus Images.

Yuhan Zhang, Xiao Ma, Kun Huang, Mingchao Li, Pheng-Ann Heng

IEEE Trans. Medical Imaging, August, 2024

Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption.

Kun Huang, Na Su, Yuhui Tao, Mingchao Li, Xiao Ma, Zexuan Ji, Songtao Yuan, Qiang Chen

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation.

Zexuan Ji, Shunlong Ye, Xiao Ma

IEEE Trans. Image Process., 2024

Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT.

Zexuan Ji, Xiao Ma, Theodore Leng, Daniel L. Rubin, Qiang Chen

Pattern Recognit., 2024

SAVE: Encoding spatial interactions for vision transformers.

Xiao Ma, Zetian Zhang, Rong Yu, Zexuan Ji, Mingchao Li, Yuhan Zhang, Qiang Chen

Image Vis. Comput., 2024

Test-Time Generative Augmentation for Medical Image Segmentation.

Xiao Ma, Yuhui Tao, Yuhan Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen

CoRR, 2024

Progressive Group Convolution Fusion network for colon polyp segmentation.

Zexuan Ji, Hao Qian, Xiao Ma

Biomed. Signal Process. Control., 2024

Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images.

Yuhan Zhang, Kun Huang, Xikai Yang, Xiao Ma, Jian Wu, Ningli Wang, Xi Wang, Pheng-Ann Heng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models.

Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan, Yong Liu, Qiang Chen, Huazhu Fu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

OCT Image Generation for Subretinal Fluid Segmentation with Finite Element Structure Modeling.

Baoye Xie, Xiao Zhang, Kun Huang, Xiao Ma, Zetian Zhang, Qiang Chen

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation.

Kun Huang, Xiao Ma, Na Su, Songtao Yuan, Qiang Chen

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Mask Distillation Network for Conjunctival Hyperemia Severity Classification.

Mingchao Li, Kun Huang, Xiao Ma, Yuexuan Wang, Wen Fan, Qiang Chen

Mach. Intell. Res., December, 2023

Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks.

Kun Huang, Na Su, Xiao Ma, Mingchao Li, Jiadong Yang, Songtao Yuan, Yun Liu, Qiang Chen

Biomed. Signal Process. Control., July, 2023

LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images.

Yuhui Tao, Xiao Ma, Yizhe Zhang, Kun Huang, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen

IEEE J. Biomed. Health Informatics, May, 2023

CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images.

Zetian Zhang, Xiao Ma, Zexuan Ji, Na Su, Songtao Yuan, Qiang Chen

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography.

Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images.

Yuhan Zhang, Xiao Ma, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen

IEEE J. Biomed. Health Informatics, 2022

Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation.

Jiadong Yang, Yuhui Tao, Qiuzhuo Xu, Yuhan Zhang, Xiao Ma, Songtao Yuan, Qiang Chen

IEEE J. Biomed. Health Informatics, 2022

Label Adversarial Learning for Skeleton-level to Pixel-level Adjustable Vessel Segmentation.

Mingchao Li, Kun Huang, Zetian Zhang, Xiao Ma, Qiang Chen

CoRR, 2022

Unsupervised Medical Image Registration Based on Multi-scale Cascade Network.

Yuying Ge, Xiao Ma, Qiang Chen, Zexuan Ji

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

PRGAN: A Progressive Refined GAN for Lesion Localization and Segmentation on High-Resolution Retinal Fundus Photography.

Ao Chen, Xiao Ma, Qiang Chen, Zexuan Ji

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

2020

MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images.

Xiao Ma, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Qiang Chen

IEEE J. Biomed. Health Informatics, 2020