Parameter estimation and inference for stochastic reaction-diffusion systems: application to morphogenesis in D. melanogaster.
Michael DewarVisakan KadirkamanathanManfred OpperGuido SanguinettiPublished in: BMC Syst. Biol. (2010)
Keyphrases
- parameter estimation
- random fields
- maximum likelihood
- reaction diffusion
- model selection
- markov random field
- least squares
- em algorithm
- structure learning
- parameter estimation algorithm
- image segmentation
- approximate inference
- boundary conditions
- bayesian inference
- expectation maximization
- posterior distribution
- maximum entropy
- non stationary
- higher order