Yuhan Zhang

According to our database, Yuhan Zhang authored at least 24 papers between 2019 and 2025.

Collaborative distances:

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

2025

Generalist medical foundation model improves prostate cancer segmentation from multimodal MRI images.

Yuhan Zhang, Xiao Ma, Mingchao Li, Kun Huang, Jie Zhu, Miao Wang, Xi Wang, Menglin Wu, Pheng-Ann Heng

npj Digit. Medicine, 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

OCTA-500: A retinal dataset for optical coherence tomography angiography study.

Mingchao Li, Kun Huang, Qiuzhuo Xu, Jiadong Yang, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen

Medical Image Anal., 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

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

2023

Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification.

Yuhan Zhang, Luyang Luo, Qi Dou, Pheng-Ann Heng

Medical Image Anal., May, 2023

Learn Single-horizon Disease Evolution for Predictive Generation of Post-therapeutic Neovascular Age-related Macular Degeneration.

Yuhan Zhang, Kun Huang, Mingchao Li, Songtao Yuan, Qiang Chen

Comput. Methods Programs Biomed., March, 2023

SATTA: Semantic-Aware Test-Time Adaptation for Cross-Domain Medical Image Segmentation.

Yuhan Zhang, Kun Huang, Cheng Chen, Qiang Chen, Pheng-Ann Heng

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

LVCL: Label-Volume Contrastive Learning for Multi-Label Classification of Retinal Oct Volumes.

Yuhan Zhang, Ziqi Tang, Dawei Yang, An-ran Ran, Carol Y. Cheung, Pheng-Ann Heng

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 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

2021

An integrated time adaptive geographic atrophy prediction model for SD-OCT images.

Yuhan Zhang, Xiwei Zhang, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Songtao Yuan, Qiang Chen

Medical Image Anal., 2021

RetFluidNet: Retinal Fluid Segmentation for SD-OCT Images Using Convolutional Neural Network.

Sappa Loza Bekalo, Idowu Paul Okuwobi, Mingchao Li, Yuhan Zhang, Sha Xie, Songtao Yuan, Qiang Chen

J. Digit. Imaging, 2021

Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images.

Yuhan Zhang, Mingchao Li, Zexuan Ji, Wen Fan, Songtao Yuan, Qinghuai Liu, Qiang Chen

Neurocomputing, 2021

Gaussian Distribution Prior Based Multi-view Self-supervised Learning for Serous Retinal Detachment Segmentation.

Sha Xie, Yuhan Zhang, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen

Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Multi-stage Domain Adaptation for Subretinal Fluid Classification in Cross-device OCT Images.

Tian Li, Kun Huang, Yuhan Zhang, Mingchao Li, Weiwei Zhang, Qiang Chen

Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020

IPN-V2 and OCTA-500: Methodology and Dataset for Retinal Image Segmentation.

Mingchao Li, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen

CoRR, 2020

Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation.

Yuhan Zhang, Chen Huang, Mingchao Li, Sha Xie, Keren Xie, Zexuan Ji, Songtao Yuan, Qiang Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Adaptive Dictionary Learning Based Multimodal Branch Retinal Vein Occlusion Fusion.

Chen Huang, Keren Xie, Yuhan Zhang, Mingchao Li, Zhongmin Wang, Qiang Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

An Improved MPB-CNN Segmentation Method for Edema Area and Neurosensory Retinal Detachment in SD-OCT Images.

Jian Fang, Yuhan Zhang, Keren Xie, Songtao Yuan, Qiang Chen

Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

A Multi-Scale Deep Convolutional Neural Network For Joint Segmentation And Prediction Of Geographic Atrophy In SD-OCT Images.

Yuhan Zhang, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Qiang Chen

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019