Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning

• Published in: International journal of medical informatics (Shannon, Ireland) Vol. 155; p. 104583
• Main Authors: Wang, Lei, Chen, Kuan, Wen, Han, Zheng, Qinxiang, Chen, Yang, Pu, Jiantao, Chen, Wei
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.11.2021
• Subjects: Deep learning; Infectious keratitis; Slit-lamp photographs; Smartphone; Infectious keratitis; Deep learning; Slit-lamp photographs; Smartphone

•Deep learning can accurately classify infectious keratitis depicted on slit-lamp photographs.•Deep learning has better classification performance when trained on the global images.•Deep learning has a promising potential to handle smartphone photographs. This study aims to investigate how infectiou...