Performance Comparison of Individual and Ensemble CNN Models for the Classification of Brain 18F-FDG-PET Scans

The high-background glucose metabolism of normal gray matter on [18F]-fluoro-2-D-deoxyglucose (FDG) positron emission tomography (PET) of the brain results in a low signal-to-background ratio, potentially increasing the possibility of missing important findings in patients with intracranial malignan...

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Udgivet i:J Digit Imaging
Main Authors: Nobashi, Tomomi, Zacharias, Claudia, Ellis, Jason K., Ferri, Valentina, Koran, Mary Ellen, Franc, Benjamin L., Iagaru, Andrei, Davidzon, Guido A.
Format: Artigo
Sprog:Inglês
Udgivet: Springer International Publishing 2019
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7165199/
https://ncbi.nlm.nih.gov/pubmed/31659587
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-019-00289-x
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