Longitudinal clustering of Life's Essential 8 health metrics: application of a novel unsupervised learning method in the CARDIA study.
Peter M GraffyLindsay ZimmermanYuan LuoJingzhi YuYuni ChoiRachel ZmoraDonald Lloyd-JonesNorrina Bai AllenPublished in: Journal of the American Medical Informatics Association : JAMIA (2023)
SANMF of LE8 metrics identified 3 unique clusters of CVH behavior patterns. Clustering of longitudinal LE8 variables via SANMF is a robust tool for phenotypic risk assessment for future adverse cardiovascular events.