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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Kalayeh, Mahdi M., Marin, Thibault, Brankov, Jovan G.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2013
Schlagworte:
Online Zugang: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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