Optimizing patient selection for primary prevention implantable cardioverter-defibrillator implantation: utilizing multimodal machine learning to assess risk of implantable cardioverter-defibrillator non-benefit

AIMS: Left ventricular ejection fraction (LVEF) is suboptimal as a sole marker for predicting sudden cardiac death (SCD). Machine learning (ML) provides new opportunities for personalized predictions using complex, multimodal data. This study aimed to determine if risk stratification for implantable...

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Detalles Bibliográficos
Autores principales: Kolk, Maarten Z H, Ruipérez-Campillo, Samuel, Deb, Brototo, Bekkers, Erik J, Allaart, Cornelis P, Rogers, Albert J, Van Der Lingen, Anne-Lotte C J, Alvarez Florez, Laura, Isgum, Ivana, De Vos, Bob D, Clopton, Paul, Wilde, Arthur A M, Knops, Reinoud E, Narayan, Sanjiv M, Tjong, Fleur V Y
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Clinical Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516624/
https://www.ncbi.nlm.nih.gov/pubmed/37712675
http://dx.doi.org/10.1093/europace/euad271

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516624/
https://www.ncbi.nlm.nih.gov/pubmed/37712675
http://dx.doi.org/10.1093/europace/euad271

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