Fully automated grading system for the evaluation of punctate epithelial erosions using deep neural networks.

Jing-Hao QuXiao-Ran QinChen-Di LiRong-Mei PengGe-Ge XiaoJian ChengShao-Feng GuHai-Kun WangJing Hong

Published in: The British journal of ophthalmology (2021)

A fully automated grading system was developed to evaluate PEEs. The grading results may serve as a reference for ophthalmologists in clinical trials and residency training procedures.

Keyphrases

neural network
clinical trial
deep learning
machine learning
high throughput
virtual reality