Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data.
Joanne C. BeerNicholas J. TustisonPhilip A. CookChristos DavatzikosYvette I. ShelineRussell T. ShinoharaKristin A. LinnPublished in: NeuroImage (2020)
Keyphrases
- synthetic data
- input data
- noisy data
- data sets
- database
- original data
- missing data
- data analysis
- detection method
- significant improvement
- training data
- test data
- data sources
- data collection
- data acquisition
- clustering method
- image data
- data mining techniques
- high accuracy
- knowledge discovery
- data points
- prior knowledge
- objective function
- neural network
- preprocessing
- high quality
- similarity measure
- statistical methods
- image processing
- information loss
- correlation analysis