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Arterial Input Function (AIF) Correction Using AIF Plus Tissue Inputs with a Bi-LSTM Network

<b>Background:</b> The arterial input function (AIF) is vital for myocardial blood flow quantification in cardiac MRI to indicate the input time–concentration curve of a contrast agent. Inaccurate AIFs can significantly affect perfusion quantification. <b>Purpose:</b> When only saturated and biased...

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Principais autores: Qi Huang, Johnathan Le, Sarang Joshi, Jason Mendes, Ganesh Adluru, Edward DiBella
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2024-04-01
Series:Tomography
Assuntos:
arterial input function
AIF correction
AIF saturation
deep learning
Bi-LSTM
myocardial perfusion MRI
Acceso en liña:https://www.mdpi.com/2379-139X/10/5/51
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