Diagnostic Classification of ASD Using Fractal Functional Connectivity of fMRI and Logistic Regression.
Chetan RaksheSuja KunnethSoumya SundaramJac Fredo Agastinose RonickomPublished in: ICIMTH (2023)
Keyphrases
- logistic regression
- decision trees
- functional connectivity
- support vector
- logistic regression models
- functional magnetic resonance imaging
- naive bayes
- linear support vector machines
- classification accuracy
- classification trees
- class membership probabilities
- text classification
- linear svm
- resting state
- pattern recognition
- human brain
- machine learning
- loss function
- breast cancer
- pattern classification
- support vector machine
- brain connectivity
- feature selection
- regression model
- data analysis
- feature extraction
- cognitive load
- brain images
- unsupervised learning
- high dimensional
- training data
- similarity measure
- resting state fmri