Automated quantification of myocardial tissue characteristics from native T(1) mapping using neural networks with uncertainty-based quality-control

BACKGROUND: Tissue characterisation with cardiovascular magnetic resonance (CMR) parametric mapping has the potential to detect and quantify both focal and diffuse alterations in myocardial structure not assessable by late gadolinium enhancement. Native T(1) mapping in particular has shown promise a...

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Detalhes bibliográficos
Publicado no:J Cardiovasc Magn Reson
Main Authors: Puyol-Antón, Esther, Ruijsink, Bram, Baumgartner, Christian F., Masci, Pier-Giorgio, Sinclair, Matthew, Konukoglu, Ender, Razavi, Reza, King, Andrew P.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7439533/
https://ncbi.nlm.nih.gov/pubmed/32814579
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12968-020-00650-y
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