A5006464717- Cardiovascular Health and Disease Prevention
- Blood Pressure and Hypertension Studies
- Birth, Development, and Health
- Cardiovascular Function and Risk Factors
The University of Melbourne
2021
Baker Heart and Diabetes Institute
2021
Melbourne Health
2021
Vascular ageing biomarkers have been found to be predictive of cardiovascular risk independently classical factors, yet are not widely used in clinical practice. In this review, we present two basic approaches for using machine learning (ML) assess vascular age: parameter estimation and classification. We then summarize their role developing new techniques quickly accurately. discuss the methods validate ML-based markers, evidence utility, key directions future research. The review is...