Acceleration of Magnetic Resonance Fingerprinting Reconstruction Using Denoising and Self-Attention Pyramidal Convolutional Neural Network

Magnetic resonance fingerprinting (MRF) based on echo-planar imaging (EPI) enables whole-brain imaging to rapidly obtain T1 and T2* relaxation time maps. Reconstructing parametric maps from the MRF scanned baselines by the inner-product method is computationally expensive. We aimed to accelerate the...

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Detalles Bibliográficos
Autores principales: Hong, Jia-Sheng, Hermann, Ingo, Zöllner, Frank Gerrit, Schad, Lothar R., Wang, Shuu-Jiun, Lee, Wei-Kai, Chen, Yung-Lin, Chang, Yu, Wu, Yu-Te
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838455/
https://www.ncbi.nlm.nih.gov/pubmed/35162007
http://dx.doi.org/10.3390/s22031260

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838455/
https://www.ncbi.nlm.nih.gov/pubmed/35162007
http://dx.doi.org/10.3390/s22031260

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