Area of research
Radiology, Nuclear Medicine and Imaging · Ophthalmology
Research interest
Research interests include Retinal Imaging and Analysis, Advanced Image and Video Retrieval Techniques, Retinal Diseases and Treatments, and Retinal and Optic Conditions.
A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study
Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program
Deep Learning and Glaucoma Specialists
Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy
Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States
ImageNet Large Scale Visual Recognition Challenge
Scalable multi-label annotation
3D Object Representations for Fine-Grained Categorization