A low-cost texture-based pipeline for predicting myocardial tissue remodeling and fibrosis using cardiac ultrasound

BACKGROUND: Maturation of ultrasound myocardial tissue characterization may have far-reaching implications as a widely available alternative to cardiac magnetic resonance (CMR) for risk stratification in left ventricular (LV) remodeling. METHODS: We extracted 328 texture-based features of myocardium...

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Vydáno v:EBioMedicine
Hlavní autoři: Kagiyama, Nobuyuki, Shrestha, Sirish, Cho, Jung Sun, Khalil, Muhammad, Singh, Yashbir, Challa, Abhiram, Casaclang-Verzosa, Grace, Sengupta, Partho P.
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2020
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Research paper
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7139137/
https://ncbi.nlm.nih.gov/pubmed/32268274
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ebiom.2020.102726
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