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

Quercetin inhibits growth of hepatocellular carcinoma by apoptosis induction in part via autophagy stimulation in mice

Ji Yi, Li Li, Yanxia Ma, +5

The Journal of Nutritional Biochemistry

Cell AutophagyChemoprevention StrategyApoptosis InductionHepatocellular CarcinomaMedicine +11

Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis

Xiaofei Wang, Lai Jiang, Liu Li, +8

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringMachine LearningDiagnosisPathology +20

Synthesis, structure and properties of an imidazolate bridged copper, zinc binuclear complex:A model compound for Cu,Zn-SOD

Zong‐Wan Mao, Dong Chen, Wen‐Xia Tang, +2

Polyhedron

Materials ScienceInorganic ChemistryEngineeringCoordination ComplexModel Compound +4

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

A hierarchical deep learning approach with transparency and interpretability based on small samples for glaucoma diagnosis

Yongli Xu, Man Hu, Hanruo Liu, +13

npj Digital Medicine

CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs

Qiang Ma, Liu Li, Emma C. Robinson, +3

IEEE Transactions on Medical Imaging

Geometric LearningEngineeringMachine LearningNeural RecodingConventional Processing Pipelines +15

Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images

Xiaofei Wang, Mai Xu, Jicong Zhang, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkHigh ResolutionEngineeringMachine LearningDiabetic Retinopathy +16