Haemodynamic Response Function (HRF) model selection in fMRI using Kalman filtering.
Paulo Andre Nobre RosaCarlos SilvestrePatrícia FigueiredoPublished in: ACC (2012)
Keyphrases
- response function
- model selection
- kalman filtering
- gaussian process
- kalman filter
- hyperparameters
- cross validation
- dynamic range
- functional magnetic resonance imaging
- sample size
- image intensity
- machine learning
- regression model
- motion segmentation
- data analysis
- image brightness
- multi frame
- feature selection
- particle filter