Classification of Patients with Bipolar Disorder and Their Healthy Siblings from Healthy Controls Using MRI.
Ozkan CigdemErencan HoruzRefik SoyakBurhan AydenizAysu SulucayKaya OguzHasan DemirelOmer KitisCagdas EkerAli Saffet GonulDevrim ÜnayPublished in: MeMeA (2019)
Keyphrases
- surveillance system
- healthy controls
- fold cross validation
- functional magnetic resonance imaging
- pattern recognition
- classification accuracy
- healthy volunteers
- feature space
- feature vectors
- text classification
- traumatic brain injury
- decision trees
- feature extraction
- training set
- support vector machine
- image classification
- support vector
- decision making
- feature selection
- svm classifier
- magnetic resonance imaging
- magnetic resonance images
- class labels
- machine learning