Prediction of manifest refraction using machine learning ensemble models on wavefront aberrometry data

Carlos S Hernández,Andrea Gil,Ignacio Casares,Jesús Poderoso,Alec Wehse,Shivang R Dave,Daryl Lim,Manuel Sánchez-Montañés,Eduardo Lage

Journal of Optometry（2022）

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摘要

These results suggest that ML is effective for improving precision in predicting patient's SR from objective measurements taken with a low-cost portable device.

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关键词

Machine learning,Subjective refraction,Wavefront aberrometry,Portable autorefractor

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