Blinking characteristics analyzed by a deep learning model and the relationship with tear film stability in children with long-term use of orthokeratology

Blinking characteristics analyzed by a deep learning model and the relationship with tear film stability in children with long-term use of orthokeratology

PurposeUsing deep learning model to observe the blinking characteristics and evaluate the changes and their correlation with tear film characteristics in children with long-term use of orthokeratology (ortho-K).Methods31 children (58 eyes) who had used ortho-K for more than 1 year and 31 age and gen...

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Bibliographic Details
Main Authors: Yue Wu, Siyuan Wu, Yinghai Yu, Xiaojun Hu, Ting Zhao, Yan Jiang, Bilian Ke
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
orthokeratology
children
blinking pattern
tear film
deep learning system
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2024.1517240/full
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