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Importance of external validation and subgroup analysis of artificial intelligence in the detection of low ejection fraction from electrocardiograms

AIM: Left ventricular systolic dysfunction (LVSD) carries an increased risk for overt heart failure and mortality, yet treatable to mitigate disease progression. An artificial intelligence (AI)-enabled 12-lead electrocardiogram (ECG) model demonstrated promise in LVSD screening, but the performance...

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Detalles Bibliográficos
Autores principales: Yagi, Ryuichiro, Goto, Shinichi, Katsumata, Yoshinori, MacRae, Calum A, Deo, Rahul C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779862/
https://www.ncbi.nlm.nih.gov/pubmed/36710903
http://dx.doi.org/10.1093/ehjdh/ztac065