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Approximating the Ideal Observer and Hotelling Observer for binary signal detection tasks by use of supervised learning methods

It is widely accepted that optimization of medical imaging system performance should be guided by task-based measures of image quality (IQ). Task-based measures of IQ quantify the ability of an observer to perform a specific task such as detection or estimation of a signal (e.g., a tumor). For binar...

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Publicat a:IEEE Trans Med Imaging
Autors principals: Zhou, Weimin, Li, Hua, Anastasio, Mark A.
Format: Artigo
Idioma:Inglês
Publicat: 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6858982/
https://ncbi.nlm.nih.gov/pubmed/30990425
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2019.2911211
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