Bayesian networks identify determinants of outcomes following cardiac surgery in a UK population

Bayesian networks identify determinants of outcomes following cardiac surgery in a UK population

Abstract Background Traditional risk stratification tools do not describe the complex principle determinant relationships that exist amongst pre-operative and peri-operative factors and their influence on cardiac surgical outcomes. This paper reports on the use of Bayesian networks to investigate su...

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Bibliographic Details
Main Authors: Khurum Mazhar, Saifullah Mohamed, Akshay J. Patel, Sarah Berger Veith, Giles Roberts, Richard Warwick, Lognathen Balacumaraswami, Qamar Abid, Marko Raseta
Format: Article
Language:English
Published: BMC 2023-02-01
Series:BMC Cardiovascular Disorders
Subjects:
Bayesian network
Risk stratification
EuroSCORE
Cardiac surgery
Outcomes
Online Access:https://doi.org/10.1186/s12872-023-03100-6

Internet

https://doi.org/10.1186/s12872-023-03100-6

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