Promises and pitfalls of topological data analysis for brain connectivity analysis.
Luigi CaputiAnna PidnebesnaJaroslav HlinkaPublished in: NeuroImage (2021)
Keyphrases
- data analysis
- human brain
- functional magnetic resonance imaging
- multi aspect
- brain informatics
- functional brain
- data mining
- rough set theory
- brain images
- knowledge discovery
- high dimensional data
- rough sets
- data collection
- computational neuroscience
- machine learning
- data visualization
- brain activity
- brain tissue
- biological data
- artificial intelligence
- post mortem
- brain tumors
- topological properties
- magnetic resonance images
- data warehouse
- design patterns
- cluster analysis
- spatial data
- data processing