Whole Brain Networks for Treatment of Epilepsy

Abstract

The most significant finding during this research period was a clear theoretical foundation for partial differential equation (PDE)-based tractography that inherently includes constraints within the formalism. This foundation has enabled us to make rational choices in developing an algorithm capable of mapping whole-brain networks of axonal connectivity. The algorithm satisfies two necessary conditions: 1) it can identify connections invisible to standard streamline throughout the entire brain and 2) it is fast enough for practical use. Although correlation with gold-standard electrophysiology measurements of connectivity is weak, the developed formalism will make it practical to incorporate information from other imaging modalities with the long range goal of developing a noninvasive biomarker for traumatic brain injury-related epilepsy.

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Document Details

Document Type
Technical Report
Publication Date
Jul 01, 2013
Accession Number
ADA592121

Entities

People

  • Ken Sakaie

Tags

Communities of Interest

  • Biomedical

DTIC Thesaurus Topics

  • Algorithms
  • Brain
  • Brain Injuries
  • Computational Science
  • Diagnostic Imaging
  • Difference Equations
  • Differential Equations
  • Electrophysiology
  • Epilepsy
  • Equations
  • Geometry
  • Measurement
  • Partial Differential Equations
  • Probability
  • Simulations
  • Spherical Harmonics
  • Three Dimensional

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Medical Imaging.
  • Neuroscience