Deep learning algorithms for automatic detection of pterygium using anterior segment photographs from slit-lamp and hand-held cameras.

Xiao Ling FangMihir DeshmukhMiao Li CheeZhi Da Soh Zhen Ling Teo Sahil ThakurJocelyn Hui Lin GohYu-Chi LiuRahat HusainJodhbir MehtaTien-Yin Wong Ching-Yu Cheng Tyler Hyung Taek Rim Yih-Chung Tham

Published in: The British journal of ophthalmology (2021)

DL algorithms based on ASPs can detect presence of and referable-level pterygium optimally, and may be used as a simple screening tool for the detection of referable pterygium in community screenings.

Keyphrases

deep learning
loop mediated isothermal amplification
machine learning
artificial intelligence
convolutional neural network
real time pcr
label free
healthcare
mental health
sensitive detection
neural network