Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning

PURPOSE: To develop a deep neural network–based computational workflow for inline myocardial perfusion analysis that automatically delineates the myocardium, which improves the clinical workflow and offers a “one-click” solution. MATERIALS AND METHODS: In this retrospective study, consecutive adenos...

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發表在:Radiol Artif Intell
Main Authors: Xue, Hui, Davies, Rhodri H., Brown, Louise A. E., Knott, Kristopher D., Kotecha, Tushar, Fontana, Marianna, Plein, Sven, Moon, James C., Kellman, Peter
格式: Artigo
語言:Inglês
出版: Radiological Society of North America 2020
主題:
Technical Development
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC7706884/
https://ncbi.nlm.nih.gov/pubmed/33330849
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2020200009
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