Deep-ASL enhancement technique in arterial spin labeling MRI – A novel approach for the error reduction of partial volume correction technique with linear regression algorithm

•Reduce CBF quantification error by enhancing ASL image quality with a novel model.•For clinical use, sufficiency of simulated ASL data to train the model is proved.•Developed Deep-ASL ENHANCE as a preprocessing step to Linear Regression algorithm Arterial Spin Labelling MRI is a noninvasive quantit...

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Vydané v:	Journal of computational science Ročník 58; s. 101546
Hlavní autori:	A, Shyna, C., Ushadevi Amma, John, Ansamma, C., Kesavadas, Thomas, Bejoy
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.02.2022
Predmet:	Arterial spin labeling Cerebral blood flow Deeplearning Linear regression algorithm Partial volume effect Residual dense block Residual dense block Linear regression algorithm Deeplearning Partial volume effect Cerebral blood flow Arterial spin labeling
ISSN:	1877-7503, 1877-7511
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