Vessels characteristics in familial exudative vitreoretinopathy and retinopathy of prematurity based on deep convolutional neural networks.

Xinyi Deng,Kun Chen,Yijing Chen,Ziyi Xiang,Shian Zhang,Lijun Shen,Mingzhai Sun, Lingzhi Cai

Frontiers in pediatrics（2023）

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摘要

The deep learning technology used in this study has good performance in the quantitative analysis of vascular morphological characteristics in fundus photography. Vascular morphology was different in the newborns of FEVR and ROP compared to healthy individuals, which showed great clinical value for the differential diagnosis of ROP and FEVR.

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关键词

familial exudative vitreoretinopathy,convolutional neural networks,deep convolutional neural networks,prematurity

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