Theory and generalization of Monte Carlo models of the BOLD signal source

Magn Reson Med. 2008 Mar;59(3):607-18. doi: 10.1002/mrm.21512.

Abstract

The dependency of the blood oxygenation level dependent (BOLD) signal on underlying hemodynamics is not well understood. Building a forward biophysical model of this relationship is important for the quantitative estimation of the hemodynamic changes and neural activity underlying functional magnetic resonance imaging (fMRI) signals. We have developed a general model of the BOLD signal which can model both intra- and extravascular signals for an arbitrary tissue model across a wide range of imaging parameters. The model of the BOLD signal was instantiated as a look-up-table (LuT), and was verified against concurrent fMRI and optical imaging measurements of activation induced hemodynamics.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Hemodynamics
  • Magnetic Resonance Imaging / methods*
  • Monte Carlo Method*
  • Oxygen / blood*
  • Phantoms, Imaging

Substances

  • Oxygen