Influence of SNR on statistical analysis of spatial extent of brain activation measured by multi-spectral imaging

Naotaka Sakashita, Koichiro Sakaguchi, Satoshi Matsuo, Haruka Nakayama, Takushige Katsura, Kyoko Yamazaki, Naoki Tanaka, Hideo Kawaguchi, Atsushi Maki, Eiji Okada

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The concentration changes in oxygenated and deoxygenated haemoglobin in the exposed cortex of guinea pigs evoked by the auditory stimulation are measured by the multi-spectral imaging to investigate the relationship between spatial extent of the brain activation determined by the statistical analysis and the SNR of the concentration changes in oxygenated and deoxygenated haemoglobin. The SNR of the concentration change in oxygenated haemoglobin measured by the multi-spectral imaging is generally greater than that of deoxygenated haemoglobin. The difference in SNR tends to affect the result of the spatial extent of brain activation estimated from the changes in oxygenated and deoxygenated haemoglobin. The influence of the SNR on the spatial extent is evaluated by a numerical experiment. The results of the numerical experiment are compared with the spatial extent of the brain activation estimated from the changes in oxygenated and deoxygenated haemoglobin in the exposed cortex of guinea pigs evoked by the auditory stimulation. It is found that the spatial extent of the brain activation decreases with a decrease in SNR of the concentration change. The difference in spatial extent of the brain activation estimated from the concentration changes in oxygenated and deoxygenated haemoglobin is affected by the SNR of signal.

Original languageEnglish
Title of host publicationDiffuse Optical Imaging II
DOIs
Publication statusPublished - 2009
EventDiffuse Optical Imaging II - Munich, Germany
Duration: 2009 Jun 142009 Jun 17

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume7369
ISSN (Print)1605-7422

Other

OtherDiffuse Optical Imaging II
Country/TerritoryGermany
CityMunich
Period09/6/1409/6/17

Keywords

  • Brain activation
  • Multi-spectral imaging
  • SNR
  • Spatial extent
  • Statistical analysis

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Atomic and Molecular Physics, and Optics
  • Biomaterials
  • Radiology Nuclear Medicine and imaging

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