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Articles

Deep learning model to detect diabetic retinopathy in 45° images using ground truth from ultra-wide field imaging

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By Pilani Campus, Vidya Vihar Pilani, Rupert Myers Building
| ophthalmologyscience.org
Keywords diabetic retinopathy deep learning ultra-widefield imaging retinal vascular biomarkers Abbreviations and Acronyms AI (artificial intelligence) DL (deep learning) DR (diabetic retinopathy) ETDRS (Early Treatment Diabetic Retinopathy Study) FOV (fields of view) UWF (ultra-widefield) ROC (receiver operating characteristic) Grad-CAM (Gradient-weighted class activation mapping) IRMA (intraretinal microvascular abnormalities) NVE (neovascularization elsewhere) IOP (intraocular pressure)...
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