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Archetypal Analysis Reveals Quantifiable Patterns of Visual Field Loss in Optic Neuritis

PURPOSE: Identifying and monitoring visual field (VF) defects due to optic neuritis (ON) relies on qualitative clinician interpretation. Archetypal analysis (AA), a form of unsupervised machine learning, is used to quantify VF defects in glaucoma. We hypothesized that AA can identify quantifiable, O...

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Detalles Bibliográficos
Autores principales:	Solli, Elena, Doshi, Hiten, Elze, Tobias, Pasquale, Louis, Wall, Michael, Kupersmith, Mark
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Association for Research in Vision and Ophthalmology 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8787544/ https://www.ncbi.nlm.nih.gov/pubmed/35044445 http://dx.doi.org/10.1167/tvst.11.1.27

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