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Correcting Susceptibility Artifacts of MRI Sensors in Brain Scanning: A 3D Anatomy-Guided Deep Learning Approach

Echo planar imaging (EPI), a fast magnetic resonance imaging technique, is a powerful tool in functional neuroimaging studies. However, susceptibility artifacts, which cause misinterpretations of brain functions, are unavoidable distortions in EPI. This paper proposes an end-to-end deep learning fra...

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Vydáno v:Sensors (Basel)
Hlavní autoři: Duong, Soan T. M., Phung, Son Lam, Bouzerdoum, Abdesselam, Ang, Sui Paul, Schira, Mark M.
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8037307/
https://ncbi.nlm.nih.gov/pubmed/33810289
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21072314
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