Low frequency conductivity reconstruction based on a single current injection via MREIT

Yizhuang Song, Saurav Z.K. Sajib, Haiyang Wang, Hyeuknam Kwon, Munish Chauhan, Jin Keun Seo, Rosalind Sadleir

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

Conventional magnetic resonance electrical impedance tomography (MREIT) reconstruction methods require administration of two linearly independent currents via at least two electrode pairs. This requires long scanning times and inhibits coordination of MREIT measurements with electrical neuromodulation strategies. We sought to develop an isotropic conductivity reconstruction algorithm in MREIT based on a single current injection, both to decrease scanning time by a factor of two and enable MREIT measurements to be conveniently adapted to general transcranial-or implanted-electrode neurostimulation protocols. In this work, we propose and demonstrate an iterative algorithm that extends previously published MREIT work using two-current administration approaches. The proposed algorithm is a single-current adaptation of the harmonic B z algorithm. Forward modeling of electric potentials is used to capture changes of conductivity along current directions that would normally be invisible using data from a single-current administration. Computational and experimental results show that the reconstruction algorithm is capable of reconstructing isotropic conductivity images that agree well in terms of L 2 error and structural similarity with exact conductivity distributions or two-current-based MREIT reconstructions. We conclude that it is possible to reconstruct high quality electrical conductivity images using MREIT techniques and one current injection only.

Original languageEnglish (US)
Article number225016
JournalPhysics in Medicine and Biology
Volume65
Issue number22
DOIs
StatePublished - Nov 11 2020

Keywords

  • Conductivity characterization
  • Iterative reconstruction
  • Magnetic resonance electrical impedance tomography

ASJC Scopus subject areas

  • Radiological and Ultrasound Technology
  • Radiology Nuclear Medicine and imaging

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