Ontology highlight
ABSTRACT:
SUBMITTER: Kim H
PROVIDER: S-EPMC10333213 | biostudies-literature | 2023 Jul
REPOSITORIES: biostudies-literature
Kim Hwayeong H Lee Jiwoong J Moon Sangwoo S Kim Sangil S Kim Taehyeong T Jin Sang Wook SW Kim Jung Lim JL Shin Jonghoon J Lee Seung Uk SU Jang Geunsoo G Hu Yuanmeng Y Park Jeong Rye JR
Scientific reports 20230710 1
Although deep learning architecture has been used to process sequential data, only a few studies have explored the usefulness of deep learning algorithms to detect glaucoma progression. Here, we proposed a bidirectional gated recurrent unit (Bi-GRU) algorithm to predict visual field loss. In total, 5413 eyes from 3321 patients were included in the training set, whereas 1272 eyes from 1272 patients were included in the test set. Data from five consecutive visual field examinations were used as in ...[more]