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Relevance Vector Machine and Support Vector Machine Classifier Analysis of Scanning Laser Polarimetry Retinal Nerve Fiber Layer Measurements

PURPOSE: To classify healthy and glaucomatous eyes using relevance vector machine (RVM) and support vector machine (SVM) learning classifiers trained on retinal nerve fiber layer (RNFL) thickness measurements obtained by scanning laser polarimetry (SLP). METHODS: Seventy-two eyes of 72 healthy contr...

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Detalhes bibliográficos
Main Authors: Bowd, Christopher, Medeiros, Felipe A., Zhang, Zuohua, Zangwill, Linda M., Hao, Jiucang, Lee, Te-Won, Sejnowski, Terrence J., Weinreb, Robert N., Goldbaum, Michael H.
Formato: Artigo
Idioma:Inglês
Publicado em: 2005
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2928387/
https://ncbi.nlm.nih.gov/pubmed/15790898
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1167/iovs.04-1122
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