External Validation of Proposed American Heart Association Algorithm for Cardiovascular Screening Before Kidney Transplantation.
Marie Bodilsen NielsenJonathan Nørtoft DahlBente JespersenPer IvarsenHenrik BirnSimon WintherPublished in: Journal of the American Heart Association (2023)
The AHA-2022 algorithm allocates more patients for cardiac referral and screening compared with AHA-2012. Furthermore, the AHA-2022 algorithm effectively discriminates between kidney transplant candidates at high, intermediate, and low risk with respect to major adverse cardiovascular events and all-cause death.
Keyphrases
- cardiovascular events
- kidney transplantation
- machine learning
- deep learning
- end stage renal disease
- coronary artery disease
- ejection fraction
- newly diagnosed
- chronic kidney disease
- cardiovascular disease
- heart failure
- neural network
- prognostic factors
- left ventricular
- primary care
- type diabetes
- peritoneal dialysis
- emergency department
- patient reported outcomes
- atrial fibrillation