Incident early-onset cardiovascular disease

Disease

1 paper1 finding

Humans1

Associations

CatBoost

upin humans1

1 study

CatBoost predicts incident early-onset cardiovascular disease in humans (AUROC 0.6869; AUPRC 0.1438; precision 0.1105; recall 0.6512).
“CatBoost achieved an AUROC of 0.6869, an AUPRC of 0.1438, a precision of 0.1105, and a recall of 0.6512 in the independent SHARE cohort.”
HumansIndependent SHARE cohort; participants without cardiovascular disease at baseline
Questionnaire model may aid cardiovascular risk screening
Atherosclerosis10 Oct 2026

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1 in 12 months

Atherosclerosis3 h

Questionnaire model may aid cardiovascular risk screening

In an independent cohort, the model scored 0.6869 for distinguishing future cases from non-cases, but its precision was too low for diagnosis.In an independent cohort, the model scored 0.6869 for distinguishing future cases from non-cases, but its precision was too low for diagnosis.

Cohort study of 37,082 peopleBiomarkers

Paper

Incident early-onset cardiovascular disease

Associations

Latest

Questionnaire model may aid cardiovascular risk screening

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