Machine learning and logistic mixed model approach to create handheld optical coherence tomography models predicting referral-warranted retinopathy of prematurity

Alex T. Legocki,Aaron Y. Lee,Leona Ding,Yasman Moshiri,Emily M. Zepeda,Thomas B. Gillette,Laura E. Grant,Ayesha Shariff,Phanith Touch,Cecilia S. Lee,Kristina Tarczy-Hornoch,Michelle T. Cabrera

Journal of American Association for Pediatric Ophthalmology and Strabismus（2021）

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摘要

Handheld spectral domain optical coherence tomography (SD-OCT) is a noninvasive imaging tool recently used to identify findings associated with retinopathy of prematurity (ROP) severity not visible by standard screening methods.

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关键词

retinopathy,machine learning,optical,models,referral-warranted

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