Transformer-Based Deep Learning Prediction of 10-Degree Humphrey Visual Field Tests From 24-Degree Data.

Min ShiAnagha LokhandeYu TianYan LuoMohammad EslamiSaber KazeminasabTobias ElzeLucy Q ShenLouis R PasqualeSarah R WellikCarlos Gustavo De MoraesJonathan S MyersNazlee ZebardastDavid S FriedmanMichael V BolandMengyu Wang

Published in: Translational vision science & technology (2024)

The predicted 10-2 VF has the potential to improve glaucoma diagnosis.

Keyphrases

deep learning
electronic health record
artificial intelligence
big data
convolutional neural network
machine learning
human health
risk assessment
optical coherence tomography