Automated Detection of Macular Diseases by Optical Coherence Tomography and Artificial Intelligence Machine Learning of Optical Coherence Tomography Images

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Clinically applicable deep learning for diagnosis and referral in retinal disease

(2018) Jeffrey De Fauw et al.   NATURE MEDICINE

Automated Identification of Diabetic Retinopathy Using Deep Learning

(2017) Rishab Gargeya et al.   OPHTHALMOLOGY

Applying artificial intelligence to disease staging: Deep learning for improved staging of diabetic retinopathy

(2017) Hidenori Takahashi et al.   PLoS One

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Detecting Preperimetric Glaucoma with Standard Automated Perimetry Using a Deep Learning Classifier

(2016) Ryo Asaoka et al.   OPHTHALMOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Automated Analysis of Retinal Images for Detection of Referable Diabetic Retinopathy

(2013) Michael D. Abràmoff et al.   JAMA Ophthalmology