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Deep Learning Single-Frame and Multiframe Super-Resolution for Cardiac MRI

BACKGROUND: Cardiac MRI is limited by long acquisition times, yet faster acquisition of smaller-matrix images reduces spatial detail. Deep learning (DL) might enable both faster acquisition and higher spatial detail via super-resolution. PURPOSE: To explore the feasibility of using DL to enhance spa...

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Pubblicato in:Radiology
Autori principali: Masutani, Evan M., Bahrami, Naeim, Hsiao, Albert
Natura: Artigo
Lingua:Inglês
Pubblicazione: Radiological Society of North America 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7263289/
https://ncbi.nlm.nih.gov/pubmed/32286192
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/radiol.2020192173
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