A semi-automated machine-learning based workflow for ellipsoid zone analysis in eyes with macular edema: SCORE2 pilot study.
Journal:
PloS one
PMID:
32353052
Abstract
BACKGROUND AND OBJECTIVE: To develop a semi-automated, machine-learning based workflow to evaluate the ellipsoid zone (EZ) assessed by spectral domain optical coherence tomography (SD-OCT) in eyes with macular edema secondary to central retinal or hemi-retinal vein occlusion in SCORE2 treated with anti-vascular endothelial growth factor agents.
Authors
Keywords
Adult
Angiogenesis Inhibitors
Bevacizumab
Drug Monitoring
Female
Humans
Image Processing, Computer-Assisted
Machine Learning
Macula Lutea
Macular Edema
Male
Middle Aged
Pilot Projects
Receptors, Vascular Endothelial Growth Factor
Recombinant Fusion Proteins
Retinal Vein Occlusion
Tomography, Optical Coherence
Treatment Outcome
Vascular Endothelial Growth Factor A
Workflow