Model selection for spatiotemporal modeling of early childhood sub-cortical development.
James FishbaughBeatriz PaniaguaMahmoud MostaphaMartin StynerVeronica MurphyJohn H. GilmoreGuido GerigPublished in: Medical Imaging: Image Processing (2019)
Keyphrases
- model selection
- early childhood
- cross validation
- hyperparameters
- mixture model
- parameter estimation
- regression model
- feature selection
- open data
- information criterion
- statistical inference
- gaussian process
- marginal likelihood
- model selection criteria
- variable selection
- sample size
- selection criterion
- machine learning
- young children
- learning technologies
- parameter determination
- bayesian information criterion
- digital camera
- development process
- learning algorithm
- data sets
- automatic model selection