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Pre-training via Transfer Learning and Pretext Learning a Convolutional Neural Network for Automated Assessments of Clinical PET Image Quality

Positron emission tomography (PET) using a fraction of the usual injected dose would reduce the amount of radioligand needed, as well as the radiation dose to patients and staff, but would compromise reconstructed image quality. For performing the same clinical tasks with such images, a clinical (ra...

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Detalles Bibliográficos
Publicado en:IEEE Trans Radiat Plasma Med Sci
Main Authors: Hopson, Jessica B., Neji, Radhouene, Dunn, Joel T., McGinnity, Colm J, Flaus, Anthime, Reader, Andrew J., Hammers, Alexander
Formato: Artigo
Idioma:Inglês
Publicado: 2023
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7614424/
https://ncbi.nlm.nih.gov/pubmed/37051163
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TRPMS.2022.3231702
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