We show that, compared with surgeon predictions and existing risk-prediction tools, our machine-learning model can enhance ...

Background Recent cardiovascular risk equations from the USA and United Kingdom use routinely collected electronic medical records (EMRs), while current equations used in Australia (AusCVDRisk) have ...