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Deep learning system to predict the 5-year risk of high myopia using fundus ima...
Foo, Li Lian; Lim, Gilbert Yong San; Lança, Carla; Wong, Chee Wai; Hoang, Quan V.; Zhang, Xiu Juan; Yam, Jason C.; Schmetterer, Leopold; Chia, AudreyOur study aims to identify children at risk of developing high myopia for timely assessment and intervention, preventing myopia progression and complications in adulthood through the development of a deep learning system (DLS). Using a school-based cohort in Singapore comprising 998 children (aged 6-12 years old), we train and perform primary validation of the DLS using 7456 baseline fundus images of 1878 eyes;...
Date: 2023
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Origin: Repositório Científico do Instituto Politécnico de Lisboa