Deep Learning for Glaucoma Detection and Identification of Novel Diagnostic Areas in Diverse Real-World Datasets.

Erfan Noury,Suria S Mannil,Robert T Chang,An Ran Ran,Carol Y Cheung,Suman S Thapa,Harsha L Rao,Srilakshmi Dasari,Mohammed Riyazuddin,Dolly Chang,Sriharsha Nagaraj,Clement C Tham,Reza Zadeh

Translational vision science & technology（2022）

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摘要

A 3D CNN trained on SD-OCT ONH cubes was developed to detect glaucoma in diverse datasets obtained from four different countries and on cropped scans. The model identified lamina cribrosa as the region associated with glaucoma detection.

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