Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly.
Sarah K. MadsenGreg Ver SteegAdam MezherNeda JahanshadTalia M. NirXue HuaBoris A. GutmanAram GalstyanPaul M. ThompsonPublished in: ISBI (2015)
Keyphrases
- information theoretic
- blood pressure
- mutual information
- cognitive neuroscience
- brain tissue
- information theory
- cognitive states
- brain anatomy
- human brain
- gray matter
- theoretic framework
- cerebral blood flow
- information processing
- jensen shannon divergence
- magnetic resonance images
- information bottleneck
- brain images
- mri data
- log likelihood
- magnetic resonance imaging
- entropy measure
- relative entropy
- white matter
- heart rate
- ad patients
- computational learning theory
- brain activity
- multi modality
- kl divergence
- information theoretic measures
- image processing
- minimum description length
- risk factors
- deformation field