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Development and Comparison of Machine Learning Algorithms to Determine Visual Field Progression
PURPOSE: To develop and test machine learning classifiers (MLCs) for determining visual field progression. METHODS: In total, 90,713 visual fields from 13,156 eyes were included. Six different progression algorithms (linear regression of mean deviation, linear regression of the visual field index, A...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8237084/ https://www.ncbi.nlm.nih.gov/pubmed/34157101 http://dx.doi.org/10.1167/tvst.10.7.27 |