CMR-derived phenotypes

1 paper2 findings

Humans1

Effects

1

MACE prediction

upin humans1

1 study

CMR-derived phenotypes improve MACE prediction in humans (AUC 0.76 vs 0.61).
Humansheartapproximately 5 yearsn = 27,254
Incremental predictive value of CMR phenotyping for major adverse cardiovascular events: an interpretable machine learning study from UK Biobank
Frontiers in medicine31 Jul 2026

Associations

1

Heart failure prediction

upin humans1

1 study

CMR-derived phenotypes predict heart failure prediction in humans (AUC 0.90 (95% CI: 0.86-0.94)).
Humansheartapproximately 5 yearsn = 27,254
Incremental predictive value of CMR phenotyping for major adverse cardiovascular events: an interpretable machine learning study from UK Biobank
Frontiers in medicine31 Jul 2026

Latest

1 in 12 months

Frontiers in Medicine15 Aug

Incremental predictive value of CMR phenotyping for major adverse cardiovascular events: an interpretable machine learning study from UK Biobank

Cohort study of 27,254 peopleMajor adverse cardiovascular events