A Composite Multivariate Polygenic and Neuroimaging Score for Prediction of Conversion to Alzheimer's Disease.
Roman FilipovychBilwaj GaonkarChristos DavatzikosPublished in: PRNI (2012)
Keyphrases
- early diagnosis
- prediction accuracy
- computer aided
- clinical studies
- prediction algorithm
- computer aided diagnosis
- outbreak detection
- human brain
- artificial neural networks
- early stage
- data sets
- statistical tests
- prediction model
- scoring function
- correlation analysis
- regression model
- disease progression
- disease diagnosis
- image analysis
- general loss functions