Machine Learning Classification of First-Onset Drug-Naive MDD Using Structural MRI.
DongHwa KimPilsung KangJunhong KimCzang Yeob KimJong-Ha LeeSangil SuhMoon-Soo LeePublished in: IEEE Access (2019)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- support vector machine
- text classification
- classification accuracy
- decision trees
- machine learning algorithms
- supervised machine learning
- supervised classification
- feature selection
- pattern classification
- feature vectors
- training set
- classification systems
- medical images
- classification method
- structural features
- automatic classification
- support vector
- classification models
- medical imaging
- computer vision
- rule learning
- classification scheme
- feature extraction
- support vector machine svm
- training samples
- feature space
- supervised learning
- learning tasks
- structural information
- classification algorithm
- inductive learning
- decision rules
- statistical learning
- machine learning approaches
- text mining
- natural language processing
- active learning