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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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Vydáno v:IEEE Trans Radiat Plasma Med Sci
Hlavní autoři: Hopson, Jessica B., Neji, Radhouene, Dunn, Joel T., McGinnity, Colm J, Flaus, Anthime, Reader, Andrew J., Hammers, Alexander
Médium: Artigo
Jazyk:Inglês
Vydáno: 2023
Témata:
On-line přístup: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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