Topological Data Analysis on Magnetic Resonance Image Biomarkers.
Yaodong DuMing ZhangGarrett StonisJuan ShanPublished in: BIBM (2019)
Keyphrases
- magnetic resonance images
- data analysis
- disease progression
- mr images
- medical images
- mri data
- magnetic resonance imaging
- high resolution
- white matter
- knowledge discovery
- data collection
- gastric cancer
- topological properties
- data processing
- medical imaging
- data mining
- partial volume
- cluster analysis
- breast cancer
- big data
- magnetic resonance
- rough sets
- life sciences
- topological features
- computer vision
- machine learning
- pattern discovery
- data visualization
- rough set theory
- image data
- high dimensional
- gene expression profiles
- high quality
- biologically meaningful