Rotation-invariant measures for population study in HARDI

Abstract : We present a novel family of rotational-invariant measures for High Angular Resolution Diffusion Imaging (HARDI) data. This research is motivated by need for the developing new biomarkers and thereby facilitating population-based studies in HARDI. From a spherical harmonics (SH) representation of the angular information in diffusion MRI, we derive rotational-invariant measures computed as homogeneous polynomials of the SH coefficients. When the SH is truncated to order L=4, we find a total of 12 such invariants, which are expected to be sensitive to subtle changes in white matter structure, not captured by tensor fractional anisotropy (FA) or generalized fractional anisotropy (GFA). The method is generalizable to any spherical function, we report here the derivation and results based on the apparent diffusion coefficient (ADC) profile.
Document type :
Conference papers
Complete list of metadatas

https://hal.inria.fr/hal-00944646
Contributor : Emmanuel Caruyer <>
Submitted on : Monday, February 10, 2014 - 8:51:55 PM
Last modification on : Thursday, August 22, 2019 - 11:02:51 AM
Long-term archiving on : Sunday, May 11, 2014 - 9:00:10 AM

File

caruyer-verma-ismrm14.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-00944646, version 1

Citation

Emmanuel Caruyer, Ragini Verma. Rotation-invariant measures for population study in HARDI. ISMRM, May 2014, Milan, Italy. ⟨hal-00944646⟩

Share

Metrics

Record views

195

Files downloads

209