An Automatic Estimation of Arterial Input Function Based on Multi-Stream 3D CNN

Arterial input function (AIF) is estimated from perfusion images as a basic curve for the following deconvolution process to calculate hemodynamic variables to evaluate vascular status of tissues. However, estimation of AIF is currently based on manual annotations with prior knowledge. We propose an...

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Detalles Bibliográficos
Autores principales: Fan, Shengyu, Bian, Yueyan, Wang, Erling, Kang, Yan, Wang, Danny J. J., Yang, Qi, Ji, Xunming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6624480/
https://www.ncbi.nlm.nih.gov/pubmed/31333440
http://dx.doi.org/10.3389/fninf.2019.00049

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6624480/
https://www.ncbi.nlm.nih.gov/pubmed/31333440
http://dx.doi.org/10.3389/fninf.2019.00049

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