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Machine Learning Improves Classification of Preclinical Models of Pancreatic Cancer with Chemical Exchange Saturation Transfer MRI

PURPOSE: We sought to assess whether machine learning-based classification approaches can improve the classification of pancreatic tumor models relative to more simplistic analysis methods, using T(1) relaxation, Chemical Exchange Saturation Transfer (CEST), and dynamic contrast-enhanced (DCE) MRI....

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Détails bibliographiques
Publié dans:Magn Reson Med
Auteurs principaux: Goldenberg, Joshua M., Cárdenas-Rodríguez, Julio, Pagel, Mark D.
Format: Artigo
Langue:Inglês
Publié: 2018
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6258293/
https://ncbi.nlm.nih.gov/pubmed/30277270
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.27439
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