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• W2916155412 abstract "We investigated using ultrawide-field fundus images with a deep convolutional neural network (DCNN), which is a machine learning technology, to detect treatment-naïve proliferative diabetic retinopathy (PDR).We conducted training with the DCNN using 378 photographic images (132 PDR and 246 non-PDR) and constructed a deep learning model. The area under the curve (AUC), sensitivity, and specificity were examined.The constructed deep learning model demonstrated a high sensitivity of 94.7% and a high specificity of 97.2%, with an AUC of 0.969.Our findings suggested that PDR could be diagnosed using wide-angle camera images and deep learning." @default.
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• W2916155412 date "2019-02-23" @default.
• W2916155412 modified "2023-10-14" @default.
• W2916155412 title "Accuracy of ultrawide-field fundus ophthalmoscopy-assisted deep learning for detecting treatment-naïve proliferative diabetic retinopathy" @default.
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• W2916155412 doi "https://doi.org/10.1007/s10792-019-01074-z" @default.
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