Postoperative corneal topography generation based on attention mechanism and Pix2Pix network

Postoperative corneal topography generation based on attention mechanism and Pix2Pix network

AIM:To explore the use of attention mechanism and Pix2Pix generative adversarial network to predict the postoperative corneal topography of age-related cataract patients undergone femtosecond laser arcuate keratotomy.METHODS:In this retrospective case series study, the 210 preoperative and postopera...

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Bibliographic Details
Main Authors: Guang-Hua Zhang, Nan Cheng, Zhe Zhang, Xiao-Na Li, Jing Pan, En-Hui Li, Wei-Yi Chen
Format: Article
Language:English
Published: Press of International Journal of Ophthalmology (IJO PRESS) 2023-06-01
Series:Guoji Yanke Zazhi
Subjects:
pix2pix network
generative adversarial network
attention mechanism
corneal topography
deep learning
Online Access:http://ies.ijo.cn/cn_publish/2023/6/202306024.pdf

Internet

http://ies.ijo.cn/cn_publish/2023/6/202306024.pdf

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