Assessing Visual Field Clustering Schemes Using Machine Learning Classifiers in Standard Perimetry

PURPOSE: To compare machine learning classifiers trained on three clustering schemes to determine whether distinguishing healthy eyes from those with glaucomatous optic neuropathy (GON) can be optimized by training with clustered data. METHODS: Two machine learning classifiers—quadratic discriminant...

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Huvudupphovsmän: Boden, Catherine, Chan, Kwokleung, Sample, Pamela A., Hao, Jiucang, Lee, Te-Wan, Zangwill, Linda M., Weinreb, Robert N., Goldbaum, Michael H.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2007
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Article
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC2647327/
https://ncbi.nlm.nih.gov/pubmed/18055807
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1167/iovs.06-0897
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