Automatic Diagnosis of Diabetic Retinopathy Stage Focusing Exclusively on Retinal Hemorrhage - Tokuda, Yoshihiro; Tabuchi, Hitoshi; Nagasawa, Toshihiko; Tanabe, Mao; Deguchi, Hodaka; Yoshizumi, Yuki; Ohara, Zaigen; Takahashi, Hiroshi (Medicina, 2022)
Keywords: Accuracy; Artificial Intelligence; Blood vessels; Cameras; Classification; Confidence intervals; deep convolutional neural network; deep learning; Development and progression; Diabetes; Diabetes Mellitus; Diabetic Retinopathy; Diagnosis; fundus ophthalmoscopy; fundus ophthalmoscopy; diabetic retinopathy; retinal hemorrhage; deep learning; deep convolutional neural network; Health aspects; Hemorrhage; Humans; Machine learning; Medicine (General); Methods; Prospective Studies; R5-920; Retina; Retinal Hemorrhage; Support vector machines; Japan