Zijian Yang

Histopathology images-based deep learning prediction of prognosis and therapeutic response in small cell lung cancer

Yibo Zhang, Zijian Yang, Ruanqi Chen et al. · npj Digital Medicine · 2024 · 101 citations · Full text

Prediction of prognosis and treatment response in ovarian cancer patients from histopathology images using graph deep learning: a multicenter retrospective study

Zijian Yang, Yibo Zhang, Lili Zhuo et al. · European Journal of Cancer · 2024 · 52 citations

Graph Neural Network, Radiology, Machine Learning +11

Impact of positive end-expiratory pressure on cerebral injury patients with hypoxemia

Xiangyu Zhang, Zijian Yang, Qi-xing Wang et al. · The American Journal of Emergency Medicine · 2010 · 48 citations

Acute Lung Injury, Clinical Injury, Hypoxia (Medicine) +11

Automatic detection and differential diagnosis of age-related macular degeneration from color fundus photographs using deep learning with hierarchical vision transformer

Ke Xu, Shenghai Huang, Zijian Yang et al. · Computers in Biology and Medicine · 2023 · 38 citations

Image Classification, Ocular Disease, Machine Vision +12

DeepDrRVO: A GAN-auxiliary two-step masked transformer framework benefits early recognition and differential diagnosis of retinal vascular occlusion from color fundus photographs

Zijian Yang, Yibo Zhang, Ke Xu et al. · Computers in Biology and Medicine · 2023 · 24 citations

Vascular Image, Image Analysis, Machine Vision +15