Yijin Huang

AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation

Junyan Lyu, Yiqi Zhang, Yijin Huang et al. · IEEE Transactions on Medical Imaging · 2022 · 77 citations · Full text

PRIOR: Prototype Representation Joint Learning from Medical Images and Reports

Pujin Cheng, Li Lin, Junyan Lyu et al. · 2023 · 56 citations

Structured Prediction, Engineering, Machine Learning +25

The SUSTech-SYSU dataset for automated exudate detection and diabetic retinopathy grading

Li Lin, Meng Li, Yijin Huang et al. · Scientific Data · 2020 · 54 citations · Full text

Identifying the Key Components in ResNet-50 for Diabetic Retinopathy Grading from Fundus Images: A Systematic Investigation

Yijin Huang, Li Lin, Pujin Cheng et al. · Diagnostics · 2023 · 40 citations · Full text

Convolutional Neural Network, Ocular Disease, Engineering +24

Automated Hemorrhage Detection from Coarsely Annotated Fundus Images in Diabetic Retinopathy

Yijin Huang, Li Lin, Meng Li et al. · 2020 · 35 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +25