FacPad: Bayesian sparse factor modeling for the inference of pathways responsive to drug treatment.

Haisu Ma Hongyu Zhao

Published in: Bioinform. (2012)

Keyphrases

bayesian inference
bayesian networks
drug resistance
dynamic bayesian networks
bayesian model
inference process
maximum likelihood
statistical inference
bayesian models
probabilistic model
data driven
health care
high dimensional
sparse data
bayesian learning
medical treatment
learning algorithm