Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry.
Alexander BernsteinEvgeny BurnaevEkaterina KondratyevaSvetlana SushchinskayaMaxim SharaevAlexander AndreevAlexey ArtemovRenat AkzhigitovPublished in: CoRR (2018)
Keyphrases
- machine learning
- disease progression
- feature selection
- learning tasks
- breast cancer
- machine learning algorithms
- natural language processing
- information extraction
- ad patients
- data mining
- machine learning methods
- decision trees
- active learning
- pattern recognition
- explanation based learning
- learning algorithm
- text mining
- text classification
- brain imaging
- information processing
- computer science
- human brain
- inductive learning
- reinforcement learning
- cross sectional
- brain images
- machine learning approaches
- inductive logic programming
- pattern classification
- supervised learning
- logistic regression
- model selection
- knowledge acquisition
- support vector machine