Deep Learning for Improved Risk Prediction in Surgical Outcomes

Deep Learning for Improved Risk Prediction in Surgical Outcomes

Abstract The Norwood surgical procedure restores functional systemic circulation in neonatal patients with single ventricle congenital heart defects, but this complex procedure carries a high mortality rate. In this study we address the need to provide an accurate patient specific risk prediction fo...

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Autores principales: Ali Jalali, Hannah Lonsdale, Nhue Do, Jacquelin Peck, Monesha Gupta, Shelby Kutty, Sharon R. Ghazarian, Jeffrey P. Jacobs, Mohamed Rehman, Luis M. Ahumada
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2020
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/0c7a8961e216439b9698af470ff81f1b
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