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On Evaluating Brain Tissue Classifiers without a Ground Truth

In this paper, we present a set of techniques for the evaluation of brain tissue classifiers on a large data set of MR images of the head. Due to the difficulty of establishing a gold standard for this type of data, we focus our attention on methods which do not require a ground truth, but instead r...

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Detalhes bibliográficos
Main Authors: Bouix, Sylvain, Martin-Fernandez, Marcos, Ungar, Lida, Nakamura, Motoaki, Koo, Min-Seong, McCarley, Robert W., Shenton, Martha E.
Formato: Artigo
Idioma:Inglês
Publicado em: 2007
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2702211/
https://ncbi.nlm.nih.gov/pubmed/17532646
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2007.04.031
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