Reproducible evaluation of classification methods in Alzheimer's disease: framework and application to MRI and PET data.
Jorge Samper-GonzálezNinon BurgosSimona BottaniSabrina FontanellaPascal LuArnaud MarcouxAlexandre RoutierJérémy GuillonMichael BacciJunhao WenAnne BertrandHugo BertinMarie Odile HabertStanley DurrlemanTheodoros EvgeniouOlivier ColliotAlzheimer's Disease Neuroimaging InitiativePublished in: CoRR (2018)
Keyphrases
- data sets
- large scale data sets
- machine learning methods
- data reduction
- classification method
- statistical methods
- data analysis
- preprocessing
- data mining techniques
- data sources
- data representations
- magnetic resonance imaging
- image data
- classification accuracy
- support vector
- mr images
- medical images
- statistical tests
- microarray datasets
- training data
- machine learning