Hai Xie

Cross-attention multi-branch network for fundus diseases classification using SLO images

Hai Xie, Xianlu Zeng, Haijun Lei et al. · Medical Image Analysis · 2021 · 41 citations

Image Classification, Image Analysis, Machine Learning +14

AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images

Hai Xie, Haijun Lei, Xianlu Zeng et al. · Neural Networks · 2020 · 33 citations

Image Analysis, Engineering, Deep Learning +15

Automatic diagnosis for aggressive posterior retinopathy of prematurity via deep attentive convolutional neural network

Rugang Zhang, Jinfeng Zhao, Hai Xie et al. · Expert Systems with Applications · 2021 · 23 citations

Convolutional Neural Network, Radiology, Ophthalmology +4

LAC-GAN: Lesion attention conditional GAN for Ultra-widefield image synthesis

Haijun Lei, Zhihui Tian, Hai Xie et al. · Neural Networks · 2022 · 20 citations

Image Analysis, Engineering, Medical Imaging +7

Automated detection of nine infantile fundus diseases and conditions in retinal images using a deep learning system

Yaling Liu, Hai Xie, Xinyu Zhao et al. · The EPMA Journal · 2024 · 18 citations · Full text

Image Classification, Image Analysis, Engineering +13