Brain Predictability toolbox: a Python library for neuroimaging-based machine learning.
Sage HahnDekang YuanWesley K. ThompsonMax M. OwensNicholas A. AllgaierHugh GaravanPublished in: Bioinform. (2021)
Keyphrases
- machine learning
- human brain
- brain images
- brain imaging
- functional magnetic resonance imaging
- open source
- software package
- disease progression
- machine learning approaches
- knowledge acquisition
- subcortical structures
- machine learning algorithms
- decision trees
- learning tasks
- active learning
- explanation based learning
- electrical activity
- artificial intelligence
- machine learning methods
- pattern recognition
- data mining
- feature selection
- brain tumors
- computational intelligence
- computer science
- open source software
- text classification
- information processing
- information extraction
- statistical methods
- magnetic resonance
- brain tissue
- development tools
- brain regions
- inter subject
- reinforcement learning
- magnetic resonance images
- cerebral cortex
- scripting language
- natural language processing
- ad patients
- white matter