Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening

Tao Li, Yingqi Gao, Kai Wang, +3

Information Sciences

Convolutional Neural NetworkImage AnalysisMachine LearningOphthalmologyDeep Learning +11

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

Hanruo Liu, Liu Li, I. Michael Wormstone, +27

JAMA Ophthalmology

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

Liu Li, Mai Xu, Hanruo Liu, +6

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringImage ClassificationImage AnalysisRetina +17

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

Liu Li, Mai Xu, Xiaofei Wang, +2

Image ClassificationNegative GlaucomaImage AnalysisMachine VisionDeep Learning +13

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, +37

The Lancet Digital Health

Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling

Wei Ji, Shuang Yu, Junde Wu, +7

Data AnnotationMedical Image SegmentationEngineeringMachine LearningNatural Language Processing +19

Economic evaluation of combined population-based screening for multiple blindness-causing eye diseases in China: a cost-effectiveness analysis

Hanruo Liu, Ruyue Li, Yue Zhang, +10

The Lancet Global Health

Combined Population-based ScreeningCost-effectiveness AnalysisHealth EconomicsOphthalmologyGlobal Health +6

Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images

Xiaofei Wang, Mai Xu, Jicong Zhang, +6

IEEE Journal of Biomedical and Health Informatics

Convolutional Neural NetworkHigh ResolutionEngineeringMachine LearningDiabetic Retinopathy +20

Sulforaphane Can Protect Lens Cells Against Oxidative Stress: Implications for Cataract Prevention

Hanruo Liu, Andrew J. O. Smith, Martin Lott, +4

Investigative Ophthalmology & Visual Science

Ocular Surface Epithelial Thickness Evaluation in Dry Eye Patients: Clinical Correlations

Qingfeng Liang, Hong Liang, Hanruo Liu, +3

Journal of Ophthalmology

OphthalmologyDry Eye PatientsCentral CornealOcular TissueGlaucoma +7