Brain Predictability toolbox: a Python library for neuroimaging based machine learning.
Sage HahnDekang YuanWesley K. ThompsonMax M. OwensNicholas A. AllgaierHugh GaravanPublished in: CoRR (2020)
Keyphrases
- machine learning
- human brain
- brain images
- brain imaging
- disease progression
- machine learning methods
- learning systems
- functional magnetic resonance imaging
- open source
- data mining
- machine learning approaches
- machine learning algorithms
- programming language
- subcortical structures
- learning algorithm
- decision trees
- explanation based learning
- medical images
- knowledge acquisition
- artificial intelligence
- learning tasks
- feature selection
- computer vision
- white matter
- text mining
- computer science
- data analysis
- information processing
- image data
- support vector machine
- mild cognitive impairment
- brain regions
- magnetic resonance
- software package
- pattern recognition
- high dimensional
- knowledge representation
- computational intelligence