Assessing the Impact of Image Quality on Deep Learning Classification of Infectious Keratitis
Objective: To investigate the impact of corneal photograph quality on convolutional neural network (CNN) predictions.Design: A CNN trained to classify bacterial and fungal keratitis was evaluated using photographs of ulcers labeled according to 5 corneal image quality parameters: eccentric gaze direction, abnormal eyelid position, over/under-exposu