BayesAge: A maximum likelihood algorithm to predict epigenetic age.
Lajoyce MboningLiudmilla RubbiMichael ThompsonLouis-S. BouchardMatteo PellegriniPublished in: Frontiers Bioinform. (2024)
Keyphrases
- expectation maximization
- maximum likelihood
- selection algorithm
- detection algorithm
- search space
- improved algorithm
- experimental evaluation
- worst case
- computational complexity
- k means
- dynamic programming
- optimization algorithm
- segmentation algorithm
- em algorithm
- particle swarm optimization
- input data
- preprocessing
- objective function
- times faster
- convex hull
- learning algorithm
- estimation algorithm
- computationally efficient
- computational cost
- np hard
- cost function
- significant improvement
- similarity measure
- matching algorithm
- closed form
- bayesian framework