MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images. - Xiao Ma 011; Zexuan Ji; Sijie Niu; Theodore Leng; Daniel L. Rubin; Qiang Chen 004 (IEEE J. Biomed. Health Informatics, 2020)

PRGAN: A Progressive Refined GAN for Lesion Localization and Segmentation on High-Resolution Retinal Fundus Photography. - Ao Chen; Xiao Ma 011; Qiang Chen 004; Zexuan Ji (PRCV (2), 2022)

Unsupervised Medical Image Registration Based on Multi-scale Cascade Network. - Yuying Ge; Xiao Ma 011; Qiang Chen 004; Zexuan Ji (PRCV (2), 2022)

Label Adversarial Learning for Skeleton-level to Pixel-level Adjustable Vessel Segmentation. - Mingchao Li; Kun Huang; Zetian Zhang; Xiao Ma 011; Qiang Chen 004 (CoRR, 2022)

Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation. - Jiadong Yang; Yuhui Tao; Qiuzhuo Xu; Yuhan Zhang; Xiao Ma 011; Songtao Yuan; Qiang Chen 004 (IEEE J. Biomed. Health Informatics, 2022)

LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images. - Yuhan Zhang; Xiao Ma 011; Mingchao Li; Zexuan Ji; Songtao Yuan; Qiang Chen 004 (IEEE J. Biomed. Health Informatics, 2022)

Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography. - Xiao Ma 011; Zetian Zhang; Zexuan Ji; Kun Huang; Na Su; Songtao Yuan; Qiang Chen 004 (MICCAI (5), 2023)

CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images. - Zetian Zhang; Xiao Ma 011; Zexuan Ji; Na Su; Songtao Yuan; Qiang Chen 004 (PRCV (13), 2023)

LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images. - Yuhui Tao; Xiao Ma 011; Yizhe Zhang 001; Kun Huang; Zexuan Ji; Wen Fan 003; Songtao Yuan; Qiang Chen 004 (IEEE J. Biomed. Health Informatics, 2023)

Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks. - Kun Huang; Na Su; Xiao Ma 011; Mingchao Li; Jiadong Yang; Songtao Yuan; Yun Liu; Qiang Chen 004 (Biomed. Signal Process. Control., 2023)

Mask Distillation Network for Conjunctival Hyperemia Severity Classification. - Mingchao Li; Kun Huang; Xiao Ma 011; Yuexuan Wang; Wen Fan 003; Qiang Chen 004 (Mach. Intell. Res., 2023)

Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation. - Kun Huang; Xiao Ma 011; Na Su; Songtao Yuan; Qiang Chen 004 (ICASSP, 2024)

OCT Image Generation for Subretinal Fluid Segmentation with Finite Element Structure Modeling. - Baoye Xie; Xiao Zhang; Kun Huang; Xiao Ma 011; Zetian Zhang; Qiang Chen 004 (ISBI, 2024)

Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models. - Kun Huang; Xiao Ma 011; Yuhan Zhang; Na Su; Songtao Yuan; Yong Liu 026; Qiang Chen 004; Huazhu Fu (MICCAI (7), 2024)

Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images. - Yuhan Zhang; Kun Huang; Xikai Yang; Xiao Ma 011; Jian Wu; Ningli Wang; Xi Wang 013; Pheng-Ann Heng (MICCAI (5), 2024)

Progressive Group Convolution Fusion network for colon polyp segmentation. - Zexuan Ji; Hao Qian; Xiao Ma 011 (Biomed. Signal Process. Control., 2024)

Test-Time Generative Augmentation for Medical Image Segmentation. - Xiao Ma 011; Yuhui Tao; Yuhan Zhang; Zexuan Ji; Yizhe Zhang 001; Qiang Chen 004 (CoRR, 2024)

SAVE: Encoding spatial interactions for vision transformers. - Xiao Ma 011; Zetian Zhang; Rong Yu; Zexuan Ji; Mingchao Li; Yuhan Zhang; Qiang Chen 004 (Image Vis. Comput., 2024)

Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT. - Zexuan Ji; Xiao Ma 011; Theodore Leng; Daniel L. Rubin; Qiang Chen 004 (Pattern Recognit., 2024)

Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation. - Zexuan Ji; Shunlong Ye; Xiao Ma 011 (IEEE Trans. Image Process., 2024)

Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption. - Kun Huang; Na Su; Yuhui Tao; Mingchao Li; Xiao Ma 011; Zexuan Ji; Songtao Yuan; Qiang Chen 004 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Semantic-Oriented Visual Prompt Learning for Diabetic Retinopathy Grading on Fundus Images. - Yuhan Zhang; Xiao Ma 011; Kun Huang; Mingchao Li; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 2024)

Diverse Data Generation for Retinal Layer Segmentation With Potential Structure Modeling. - Kun Huang; Xiao Ma 011; Zetian Zhang; Yuhan Zhang; Songtao Yuan; Huazhu Fu; Qiang Chen 004 (IEEE Trans. Medical Imaging, 2024)

Bilateral deformable attention transformer for screening of high myopia using optical coherence tomography. - Ruoxuan Gou; Xiao Ma 011; Na Su; Songtao Yuan; Qiang Chen 004 (Comput. Biol. Medicine, 2025)

Shared Hybrid Attention Transformer network for colon polyp segmentation. - Zexuan Ji; Hao Qian; Xiao Ma 011 (Neurocomputing, 2025)

Generalist medical foundation model improves prostate cancer segmentation from multimodal MRI images. - Yuhan Zhang; Xiao Ma 011; Mingchao Li; Kun Huang; Jie Zhu; Miao Wang; Xi Wang 013; Menglin Wu; Pheng-Ann Heng (npj Digit. Medicine, 2025)