Accuracy of ultrawide-field fundus ophthalmoscopy-assisted deep learning for detecting treatment-naïve proliferative diabetic retinopathy - Nagasawa, Toshihiko; Tabuchi, Hitoshi; Masumoto, Hiroki; Enno, Hiroki; Niki, Masanori; Ohara, Zaigen; Yoshizumi, Yuki; Ohsugi, Hideharu; Mitamura, Yoshinori (International Ophthalmology, 2019)
Keywords: Adult; Aged; Area Under Curve; Artificial neural networks; Deep convolutional neural network; Deep Learning; Diabetes; Diabetes mellitus; Diabetic Retinopathy; Diabetic Retinopathy - diagnosis; Diagnosis, Computer-Assisted; Diagnosis, Computer-Assisted - methods; Female; Humans; Learning algorithms; Letter to the Editor; Machine learning; Male; Medicine; Medicine & Public Health; Middle Aged; Neural networks; Ophthalmology; Ophthalmoscopy; Ophthalmoscopy - methods; Proliferative diabetic retinopathy; Retinopathy; Sensitivity; Sensitivity and Specificity; Ultrawide-field fundus ophthalmoscopy; Deep learning; Ultrawide-field fundus ophthalmoscopy; Deep convolutional neural network; Proliferative diabetic retinopathy