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Generalization Evaluation of Machine Learning Numerical Observers for Image Quality Assessment

In this paper, we present two new numerical observers (NO) based on machine learning for image quality assessment. The proposed NOs aim to predict human observer performance in a cardiac perfusion-defect detection task for single-photon emission computed tomography (SPECT) images. Human observer (Hu...

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Detalhes bibliográficos
Main Authors: Kalayeh, Mahdi M., Marin, Thibault, Brankov, Jovan G.
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4207371/
https://ncbi.nlm.nih.gov/pubmed/25346545
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TNS.2013.2257183
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