Connectomic Predictive Modeling Guides Selective Perturbation of Tracts in the Subcallosal Cingulate White Matter.
Bryan HowellAllison C. WatersKi Sueng ChoiAshan VeerakumarMosadoluwa ObatusinHelen S. MaybergCameron C. McIntyrePublished in: NER (2021)
Keyphrases
- predictive modeling
- white matter
- diffusion tensor imaging
- human brain
- fractional anisotropy
- magnetic resonance images
- fiber tracts
- mri data
- statistical modeling
- diffusion tensor
- data mining methods
- diffusion tensor images
- brain images
- corpus callosum
- knowledge discovery
- gray matter
- healthy subjects
- machine learning
- data mining
- text mining
- business intelligence
- data analysis
- brain tissue
- fiber bundles
- big data
- multiple sclerosis
- brain white matter
- cerebrospinal fluid
- brain regions
- diffusion mri
- information processing
- image data
- dt mri
- medical images
- decision trees
- data mining techniques
- tensor field
- deformable registration
- mr images