Hanruo Liu

Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening

Tao Li, Yingqi Gao, Kai Wang et al. · Information Sciences · 2019 · 562 citations

Convolutional Neural Network, Image Analysis, Machine Learning +13

Development and Validation of a Deep Learning System to Detect Glaucomatous Optic Neuropathy Using Fundus Photographs

Hanruo Liu, Liu Li, I. Michael Wormstone et al. · JAMA Ophthalmology · 2019 · 299 citations · Full text

A Large-Scale Database and a CNN Model for Attention-Based Glaucoma Detection

Liu Li, Mai Xu, Hanruo Liu et al. · IEEE Transactions on Medical Imaging · 2019 · 293 citations

Convolutional Neural Network, Engineering, Image Classification +19

Attention Based Glaucoma Detection: A Large-Scale Database and CNN Model

Liu Li, Mai Xu, Xiaofei Wang et al. · 2019 · 255 citations

Image Classification, Negative Glaucoma, Image Analysis +15

Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study

Tien‐En Tan, Ayesha Anees, Cheng Chen et al. · The Lancet Digital Health · 2021 · 158 citations · Full text