Can structural MRI aid in clinical classification? A machine learning study in two independent samples of patients with schizophrenia, bipolar disorder and healthy subjects.
Hugo G. SchnackMireille NieuwenhuisNeeltje E. M. van HarenLucija AbramovicThomas W. ScheeweRachel M. BrouwerHilleke E. Hulshoff PolRené S. KahnPublished in: NeuroImage (2014)
Keyphrases
- machine learning
- normal controls
- healthy subjects
- pattern recognition
- decision trees
- medical images
- training set
- feature selection
- feature extraction
- clinical data
- computer vision
- single trial
- mr imaging
- patient data
- classification accuracy
- support vector
- mr images
- clinical trials
- feature space
- functional magnetic resonance imaging
- data analysis
- multiple sclerosis
- training data
- image processing
- ad patients