Automatic Classification of Slit-Lamp Photographs by Imaging Illumination.

Ming-Chen LuCallie DengMiles F GreenwaldSina FarsiuN Venkatesh PrajnaNambi NallasamyMercy PawarJenna N HartSumithra S RPrabhleen KocharSuvitha SelvarajHarry LevineGuillermo AmescuaPaula A Sepulveda-BeltranLeslie M NiziolMaria A Woodwardnull null

Published in: Cornea (2023)

MobileNetV2 accurately labeled illumination of SLPs using a large data set of corneal images. Effective, automatic classification of SLPs is key to integrating deep learning systems for clinical decision support into practice workflows.

Keyphrases

deep learning
clinical decision support
electronic health record
convolutional neural network
artificial intelligence
machine learning
big data
high resolution
healthcare
primary care
optical coherence tomography
computed tomography
quality improvement
photodynamic therapy
neural network