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AUTOMATICALLY DETECTING EYE TYPE IN RETINAL FUNDUS IMAGES

机译:自动检测视网膜眼底图像的眼型

摘要

A computer-implemented method includes obtaining an image of a retinal fundus. A plurality of features is extracted from the image of the retinal fundus. The plurality of features includes at least one feature based on anatomical domain knowledge of the retinal fundus and at least one response of a pre-trained deep convolutional neural network to at least a portion of the image of the retinal fundus. The retinal fundus is determined to belong to a left eye or a right eye, based on an analysis of the plurality of features.
机译:一种计算机实现的方法,包括获得视网膜眼底的图像。从视网膜眼底图像中提取多个特征。多个特征包括基于视网膜眼底的解剖学领域知识的至少一个特征以及预训练的深度卷积神经网络对视网膜眼底图像的至少一部分的至少一个响应。基于对多个特征的分析,确定视网膜眼底属于左眼还是右眼。

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