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Statistical evaluation of fitting models of diffusion tensor imaging in characterizing normal porcine myocardium

  • Wei Liu*
  • , Chao Zou
  • , Na Zhang
  • , Yin Wu
  • , Yunxu Sun
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

It has been long believed that the decay of diffusion-attenuated signal in MRI complied with monoexponential manner. However, a number of researches found that diffusion signal tended to deviate pronouncedly from monoexponential model with increase of b values in some tissues, such as brain, kidney and prostate. The purpose of the current study was by fitting in each diffusion direction separately in diffusion tensor imaging (DTI), to analyze whether a mono- or biexponential or diffusion kurtosis imaging model gives the best fitting model of DTI in describing diffusion characteristics in normal porcine myocardium. Five non-zero b values between 500 and 2000 s/mm 2 were selected and their corresponding myocardial diffusion signal used to fit the three diffusion models in each diffusion direction separately. Statistical tests showed that biexponential model fitted better than the diffusion kurtosis imaging model, and monoexponential model gave the worst fitting performance. The results suggest that diffusion tensor imaging of myocardium may be modeled biexponentially to derive accurate characterization of myocardial microstructure.

Original languageEnglish
Title of host publicationProceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011
Pages73-76
Number of pages4
DOIs
StatePublished - 2011
Externally publishedYes
Event2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011 - Shanghai, China
Duration: 15 Oct 201117 Oct 2011

Publication series

NameProceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011
Volume1

Conference

Conference2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011
Country/TerritoryChina
CityShanghai
Period15/10/1117/10/11

Keywords

  • Diffusion tensor imaging
  • biexponential model
  • diffusion kurtosis imaging
  • monoexponential model
  • myocardium

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