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Machine Learning in the Detection of the Glaucomatous Disc and Visual Field

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ABSTRACT Glaucoma is the leading cause of irreversible blindness worldwide. Early detection is of utmost importance as there is abundant evidence that early treatment prevents disease progression, preserves vision, and… Click to show full abstract

ABSTRACT Glaucoma is the leading cause of irreversible blindness worldwide. Early detection is of utmost importance as there is abundant evidence that early treatment prevents disease progression, preserves vision, and improves patients’ long-term quality of life. The structure and function thresholds that alert to the diagnosis of glaucoma can be obtained entirely via digital means, and as such, screening is well suited to benefit from artificial intelligence and specifically machine learning. This paper reviews the concepts and current literature on the use of machine learning for detection of the glaucomatous disc and visual field.

Keywords: detection; machine learning; glaucomatous disc; detection glaucomatous; learning detection

Journal Title: Seminars in Ophthalmology
Year Published: 2019

Link to full text (if available)


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