Deep Learning Estimation of 10-2 Visual Field Map Based on Circumpapillary Retinal Nerve Fiber Layer Thickness Measurements
Alireza Kamalipour, Sasan Moghimi, Pooya Khosravi, Mohammad Sadegh Jazayeri, Takashi Nishida, Golnoush Mahmoudinezhad, Elizabeth H.F. Li, Mark Christopher, Jeffrey M. Liebmann, Massimo A. Fazio, Christopher A. Girkin, Linda M. Zangwill, Robert N. Weinreb
Topics & Concepts
Nerve fiber layerGlaucomaOptical coherence tomographyVisual fieldRetinalOphthalmologyOptic nervePointwiseAbsolute deviationConvolutional neural networkConfidence intervalMedicineStandard deviationSensitivity (control systems)MathematicsNuclear medicineArtificial intelligenceStatisticsComputer scienceMathematical analysisEngineeringElectronic engineeringRetinal Imaging and AnalysisGlaucoma and retinal disordersOptical Coherence Tomography Applications