A Frequency-Domain Machine Learning Method for Dual-Calibrated fMRI Mapping of Oxygen Extraction Fraction (OEF) and Cerebral Metabolic Rate of Oxygen Consumption (CMRO(2))

Magnetic resonance imaging (MRI) offers the possibility to non-invasively map the brain's metabolic oxygen consumption (CMRO(2)), which is essential for understanding and monitoring neural function in both health and disease. However, in depth study of oxygen metabolism with MRI has so far been...

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Detalhes bibliográficos
Publicado no:Front Artif Intell
Main Authors: Germuska, Michael, Chandler, Hannah Louise, Okell, Thomas, Fasano, Fabrizio, Tomassini, Valentina, Murphy, Kevin, Wise, Richard G.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Artificial Intelligence
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7116003/
https://ncbi.nlm.nih.gov/pubmed/32885165
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frai.2020.00012
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