Longitudinal clustering of Life's Essential 8 health metrics: application of a novel unsupervised learning method in the CARDIA study.
Peter GraffyLindsay P. ZimmermanYuan LuoJingzhi YuYuni ChoiRachel ZmoraDonald Lloyd-JonesNorrina B. AllenPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- unsupervised learning
- clustering method
- significant improvement
- synthetic data
- study proposes
- experimental evaluation
- high accuracy
- experimental study
- detection method
- mutual information
- support vector machine svm
- image sequences
- support vector machine
- dynamic programming
- preprocessing
- pattern recognition
- detection algorithm
- dimensionality reduction
- high precision