Neuroinformatics and the Complexity of the Brain at the 1mm Morphome Scale - Michael Miller, Johns Hopkins University
August 20, 2015
Keywords:
- fMRI
- Permutation tests
- Aging
- Brain maps
- Human Brain
- Brain Atlas
- Temporal and Spatial representations
- Change Point model
- DTI tensors
- Vector Fields
- Eentorhinal Cortex
- Hippocampus
- Amygdala
- white matter
- Orbit
Abstract
We examine the computational anatomy model, orbits of functional and structural imagery under the action of the diffemorphism group. A geodesic positioning system is described for positioning neuroanatomy within the orbit. The coordinates of the GPS will be examined, deriving methods for clustering and disease prediction on elements of the orbit. Applications to several neurodegenerative diseases, Alzheimer's and Huntington's will be presented. Results on the spatiotemporal flow of neurodegenerative disease associated to cortical and subcortical networks will be shown.