Automated segmentation of geographic atrophy of the retinal epithelium via random forests in AREDS color fundus images

Medicine & Life Sciences

• Geographic Atrophy 100%
• Forests 78%
• Eye Diseases 68%
• Color 54%
• Epithelium 50%
• Observer Variation 15%
• Machine Learning 15%
• Ocular Vision 11%
• Choroidal Neovascularization 8%
• Retinal Pigment Epithelium 7%
• Macular Degeneration 6%
• Retina 5%
• Datasets 5%
• Physicians 4%
• Eye 4%
• Growth 3%
• Therapeutics 1%

Engineering & Materials Science

• Random forests 69%
• Color 47%
• Machine learning 36%
• Pigments 20%
• Classifiers 11%
• Testing 8%