Xiao Ma

30 papers Misc 1Journal 21Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Test-time generative augmentation for medical image segmentation.
Medical Image Anal.
Xiao Ma, Yuhui Tao, Zetian Zhang, Yuhan Zhang, Xi Wang, Sheng Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen, Guang Yang
2025 J jnl
Bilateral deformable attention transformer for screening of high myopia using optical coherence tomography.
Comput. Biol. Medicine
Ruoxuan Gou, Xiao Ma, Na Su, Songtao Yuan, Qiang Chen
2025 J jnl
Generalist medical foundation model improves prostate cancer segmentation from multimodal MRI images.
npj Digit. Medicine
Yuhan Zhang, Xiao Ma, Mingchao Li, Kun Huang, Jie Zhu, Miao Wang, Xi Wang, Menglin Wu, Pheng-Ann Heng
2025 — conf
ST-MIGD: Spatial-Temporal Domain Medical Image Generation via Deformation-Based Diffusion Models.
PRCV (14)
Xiao Zhang, Xiaohui Li, Xiao Ma, Yizhe Zhang, Qiang Chen
2025 J jnl
Shared Hybrid Attention Transformer network for colon polyp segmentation.
Neurocomputing
Zexuan Ji, Hao Qian, Xiao Ma
2024 — conf
Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images.
MICCAI (5)
Yuhan Zhang, Kun Huang, Xikai Yang, Xiao Ma, Jian Wu, Ningli Wang, Xi Wang, Pheng-Ann Heng
2024 J jnl
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption.
IEEE Trans. Emerg. Top. Comput. Intell.
Kun Huang, Na Su, Yuhui Tao, Mingchao Li, Xiao Ma, Zexuan Ji, Songtao Yuan, Qiang Chen
2024 J jnl
Diverse Data Generation for Retinal Layer Segmentation With Potential Structure Modeling.
IEEE Trans. Medical Imaging
Kun Huang, Xiao Ma, Zetian Zhang, Yuhan Zhang, Songtao Yuan, Huazhu Fu, Qiang Chen
2024 — conf
Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models.
MICCAI (7)
Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan, Yong Liu, Qiang Chen, Huazhu Fu
2024 J jnl
Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models.
CoRR
Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan, Yong Liu, Qiang Chen, Huazhu Fu
2024 J jnl
Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT.
Pattern Recognit.
Zexuan Ji, Xiao Ma, Theodore Leng, Daniel L. Rubin, Qiang Chen
2024 Misc conf
Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation.
ICASSP
Kun Huang, Xiao Ma, Na Su, Songtao Yuan, Qiang Chen
2024 — conf
OCT Image Generation for Subretinal Fluid Segmentation with Finite Element Structure Modeling.
ISBI
Baoye Xie, Xiao Zhang, Kun Huang, Xiao Ma, Zetian Zhang, Qiang Chen
2024 J jnl
Progressive Group Convolution Fusion network for colon polyp segmentation.
Biomed. Signal Process. Control.
Zexuan Ji, Hao Qian, Xiao Ma
2024 J jnl
SAVE: Encoding spatial interactions for vision transformers.
Image Vis. Comput.
Xiao Ma, Zetian Zhang, Rong Yu, Zexuan Ji, Mingchao Li, Yuhan Zhang, Qiang Chen
2024 J jnl
Semantic-Oriented Visual Prompt Learning for Diabetic Retinopathy Grading on Fundus Images.
IEEE Trans. Medical Imaging
Yuhan Zhang, Xiao Ma, Kun Huang, Mingchao Li, Pheng-Ann Heng
2024 J jnl
Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation.
IEEE Trans. Image Process.
Zexuan Ji, Shunlong Ye, Xiao Ma
2024 J jnl
Test-Time Generative Augmentation for Medical Image Segmentation.
CoRR
Xiao Ma, Yuhui Tao, Yuhan Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen
2023 — conf
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography.
MICCAI (5)
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
2023 J jnl
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography.
CoRR
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
2023 — conf
CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images.
PRCV (13)
Zetian Zhang, Xiao Ma, Zexuan Ji, Na Su, Songtao Yuan, Qiang Chen
2023 J jnl
Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks.
Biomed. Signal Process. Control.
Kun Huang, Na Su, Xiao Ma, Mingchao Li, Jiadong Yang, Songtao Yuan, Yun Liu, Qiang Chen
2023 J jnl
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images.
IEEE J. Biomed. Health Informatics
Yuhui Tao, Xiao Ma, Yizhe Zhang, Kun Huang, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
2023 J jnl
Mask Distillation Network for Conjunctival Hyperemia Severity Classification.
Mach. Intell. Res.
Mingchao Li, Kun Huang, Xiao Ma, Yuexuan Wang, Wen Fan, Qiang Chen
2022 J jnl
Label Adversarial Learning for Skeleton-level to Pixel-level Adjustable Vessel Segmentation.
CoRR
Mingchao Li, Kun Huang, Zetian Zhang, Xiao Ma, Qiang Chen
2022 J jnl
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images.
IEEE J. Biomed. Health Informatics
Yuhan Zhang, Xiao Ma, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
2022 — conf
PRGAN: A Progressive Refined GAN for Lesion Localization and Segmentation on High-Resolution Retinal Fundus Photography.
PRCV (2)
Ao Chen, Xiao Ma, Qiang Chen, Zexuan Ji
2022 J jnl
Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation.
IEEE J. Biomed. Health Informatics
Jiadong Yang, Yuhui Tao, Qiuzhuo Xu, Yuhan Zhang, Xiao Ma, Songtao Yuan, Qiang Chen
2022 — conf
Unsupervised Medical Image Registration Based on Multi-scale Cascade Network.
PRCV (2)
Yuying Ge, Xiao Ma, Qiang Chen, Zexuan Ji
2020 J jnl
MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images.
IEEE J. Biomed. Health Informatics
Xiao Ma, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Qiang Chen