A datamining approach to cell population deconvolution from gene expressions using particle filters.
Sushmita RoyTerran LaneMargaret Werner-WashburnePublished in: BIOKDD (2005)
Keyphrases
- particle filter
- gene expression
- microarray
- particle filtering
- gene expression data
- object tracking
- visual tracking
- microarray data
- state estimation
- multiple object tracking
- monte carlo
- mean shift
- kalman filter
- biological processes
- least squares
- state space
- robust tracking
- appearance model
- motion model
- regulatory networks
- bayesian inference
- ovarian cancer
- genomic data
- gene selection
- sequential monte carlo
- importance sampling
- gene expression profiles
- bayesian filtering
- multiple objects
- binding sites
- protein interaction
- quasi monte carlo
- estimation problems
- gene ontology
- learning algorithm