Human Versus Machine: Comparing a Deep Learning Algorithm to Human Gradings for Detecting Glaucoma on Fundus Photographs - Jammal, Alessandro A.; Thompson, Atalie C.; Mariottoni, Eduardo B.; Berchuck, Samuel I.; Urata, Carla N.; Estrela, Tais; Wakil, Susan M.; Costa, Vital P.; Medeiros, Felipe A. (American journal of ophthalmology, 2020)
Keywords: Aged; Algorithms; Area Under Curve; Cross-Sectional Studies; Datasets; Deep Learning; Defects; Diabetic retinopathy; Female; Fundus Oculi; Glaucoma; Glaucoma, Open-Angle - diagnosis; Glaucoma, Open-Angle - diagnostic imaging; Gonioscopy; Humans; Intraocular Pressure - physiology; Male; Middle Aged; Nerve Fibers - pathology; Neural networks; Optic nerve; Optic Nerve Diseases - diagnosis; Optic Nerve Diseases - diagnostic imaging; Optics; Photography; Physical Examination; Retinal Ganglion Cells - pathology; Retrospective Studies; ROC Curve; Software; Tomography; Tomography, Optical Coherence; Vision Disorders - diagnosis; Visual Field Tests - methods; Visual Fields - physiology