A Multi-Scale Deep Convolutional Neural Network For Joint Segmentation And Prediction Of Geographic Atrophy In SD-OCT Images. - Yuhan Zhang 001; Zexuan Ji; Sijie Niu; Theodore Leng; Daniel L. Rubin; Qiang Chen 004 (ISBI, 2019)

An Improved MPB-CNN Segmentation Method for Edema Area and Neurosensory Retinal Detachment in SD-OCT Images. - Jian Fang; Yuhan Zhang 001; Keren Xie; Songtao Yuan; Qiang Chen 004 (OMIA@MICCAI, 2019)

Adaptive Dictionary Learning Based Multimodal Branch Retinal Vein Occlusion Fusion. - Chen Huang; Keren Xie; Yuhan Zhang 001; Mingchao Li; Zhongmin Wang; Qiang Chen 004 (MICCAI (5), 2020)

Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation. - Yuhan Zhang 001; Chen Huang; Mingchao Li; Sha Xie; Keren Xie; Zexuan Ji; Songtao Yuan; Qiang Chen 004 (MICCAI (5), 2020)

IPN-V2 and OCTA-500: Methodology and Dataset for Retinal Image Segmentation. - Mingchao Li; Yuhan Zhang 001; Zexuan Ji; Keren Xie; Songtao Yuan; Qinghuai Liu; Qiang Chen 004 (CoRR, 2020)

Multi-stage Domain Adaptation for Subretinal Fluid Classification in Cross-device OCT Images. - Tian Li; Kun Huang; Yuhan Zhang 001; Mingchao Li; Weiwei Zhang; Qiang Chen 004 (ACPR (1), 2021)

Gaussian Distribution Prior Based Multi-view Self-supervised Learning for Serous Retinal Detachment Segmentation. - Sha Xie; Yuhan Zhang 001; Mingchao Li; Zexuan Ji; Songtao Yuan; Qiang Chen 004 (ACPR (2), 2021)

Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images. - Yuhan Zhang 001; Mingchao Li; Zexuan Ji; Wen Fan 003; Songtao Yuan; Qinghuai Liu; Qiang Chen 004 (Neurocomputing, 2021)

RetFluidNet: Retinal Fluid Segmentation for SD-OCT Images Using Convolutional Neural Network. - Sappa Loza Bekalo; Idowu Paul Okuwobi; Mingchao Li; Yuhan Zhang 001; Sha Xie; Songtao Yuan; Qiang Chen 004 (J. Digit. Imaging, 2021)

An integrated time adaptive geographic atrophy prediction model for SD-OCT images. - Yuhan Zhang 001; Xiwei Zhang; Zexuan Ji; Sijie Niu; Theodore Leng; Daniel L. Rubin; Songtao Yuan; Qiang Chen 004 (Medical Image Anal., 2021)

Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation. - Jiadong Yang; Yuhui Tao; Qiuzhuo Xu; Yuhan Zhang 001; 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 001; Xiao Ma 011; Mingchao Li; Zexuan Ji; Songtao Yuan; Qiang Chen 004 (IEEE J. Biomed. Health Informatics, 2022)

LVCL: Label-Volume Contrastive Learning for Multi-Label Classification of Retinal Oct Volumes. - Yuhan Zhang 001; Ziqi Tang; Dawei Yang; An-ran Ran; Carol Y. Cheung; Pheng-Ann Heng (ISBI, 2023)

SATTA: Semantic-Aware Test-Time Adaptation for Cross-Domain Medical Image Segmentation. - Yuhan Zhang 001; Kun Huang; Cheng Chen 013; Qiang Chen 004; Pheng-Ann Heng (MICCAI (2), 2023)

Learn Single-horizon Disease Evolution for Predictive Generation of Post-therapeutic Neovascular Age-related Macular Degeneration. - Yuhan Zhang 001; Kun Huang; Mingchao Li; Songtao Yuan; Qiang Chen 004 (Comput. Methods Programs Biomed., 2023)

Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification. - Yuhan Zhang 001; Luyang Luo; Qi Dou 001; Pheng-Ann Heng (Medical Image Anal., 2023)

Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models. - Kun Huang; Xiao Ma 011; Yuhan Zhang 001; 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 001; Kun Huang; Xikai Yang; Xiao Ma 011; Jian Wu; Ningli Wang; Xi Wang 013; Pheng-Ann Heng (MICCAI (5), 2024)

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

OCTA-500: A retinal dataset for optical coherence tomography angiography study. - Mingchao Li; Kun Huang; Qiuzhuo Xu; Jiadong Yang; Yuhan Zhang 001; Zexuan Ji; Keren Xie; Songtao Yuan; Qinghuai Liu; Qiang Chen 004 (Medical Image Anal., 2024)

Semantic-Oriented Visual Prompt Learning for Diabetic Retinopathy Grading on Fundus Images. - Yuhan Zhang 001; 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 001; Songtao Yuan; Huazhu Fu; Qiang Chen 004 (IEEE Trans. Medical Imaging, 2024)

Generalist medical foundation model improves prostate cancer segmentation from multimodal MRI images. - Yuhan Zhang 001; Xiao Ma 011; Mingchao Li; Kun Huang; Jie Zhu; Miao Wang; Xi Wang 013; Menglin Wu; Pheng-Ann Heng (npj Digit. Medicine, 2025)