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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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| Main Authors: | , , , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2007
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| Assuntos: | |
| Acesso em linha: | 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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