Integrative Approach to Extract the Single-cell Dynamics of LPS-induced NFκB Signal Pathway through Flow Cytometry Measurements and Parameter Estimation.
Dongheon LeeYufang DingArul JayaramanJoseph Sang-Il KwonPublished in: ACC (2018)
Keyphrases
- parameter estimation
- flow cytometry
- least squares
- maximum likelihood
- high throughput
- clinical setting
- em algorithm
- markov random field
- model selection
- data analysis
- parameter estimation algorithm
- model fitting
- statistical models
- random fields
- parameter estimates
- parameter values
- approximate inference
- expectation maximization
- dynamic model
- synthetic aperture radar
- machine learning
- image processing
- non stationary
- parameters estimation
- image analysis