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14:30 3409. Spatiotemporal Exploratory Analysis of FMRI Data<br />

Radu Mutihac 1<br />

1 Electricity & Biophysics, University of Bucharest, Bucharest, Romania<br />

Spatiotemporal characteristics of brain activity are frequently unknown and variable, which preclude their evaluation by confirmatory<br />

methods only. Revealing unanticipated or missed patterns of activation, exploratory data analysis (EDA) allows to improve or even to<br />

change the original hypotheses. Artifactual behavior that EDA may easily discover could raise questions on data appropriateness, if<br />

additional preprocessing steps are required, or if the preprocessing employed has introduced spurious effects. Spatial independent<br />

component analysis (sICA) and temporal fuzzy cluster analysis (tFCA) were comparatively investigated as typifying EDA of<br />

neuroimaging data.<br />

15:00 3410. Spatial Variation of BOLD Contrast in the Activated ROI Is Correlated with Voxel-<br />

Wise Gray Matter Volume Fraction<br />

Wanyong Shin 1 , Hong Gu 1 , Qihong Zou 1 , Pradeep Kurup 1 , Yihong Yang 1<br />

1 Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore,<br />

MD, United States<br />

In this study, we investigate spatial variations of BOLD contrast (β) within individual subjects and correlate it with voxel-wise T1 and<br />

fractional volume (fv) of each tissue component using a new brain segmentation technique, FRASIER. Our data show that spatial ¥â<br />

variation within individual subjects in a ROI activated by a visual task is highly correlated with T1 and fractional volume of GM, as<br />

well as resting-state fluctuation amplitude (RSFA). The dependency (slop of the linear regression), however, varies over subjects.<br />

These findings may be used to calibrate BOLD signals for improving sensitivity and specificity in detecting brain activity.<br />

15:30 3411. Comparison of the Location and Extent of BOLD Activation in High Spatial<br />

Resolution SE and GE FMRI of the Motor Cortex at 7T<br />

Jack Harmer 1 , Rosa Maria Sanchez-Panchuelo 1 , Richard W. Bowtell 1 , Susan T. Francis 1<br />

1 Sir Peter Mansfield Magnetic Resonance Centre, The University of Nottingham, Nottingham, Nottinghamshire,<br />

United Kingdom<br />

Gradient-echo (GE) and spin-echo (SE) EPI based fMRI is used to compare SE and GE BOLD responses at high field strength (7T)<br />

and resolution (1.5mm isotropic) using a motor paradigm. We investigate CNR, fractional signal change as a function of echo time,<br />

spatial specificity of SE BOLD and the localisation of GE and SE activation in relation to underlying venous blood vessels. Robust<br />

activation was detected using both SE and GE EPI. A higher proportion of GE activation was found to occur in voxels classified as<br />

having a high venous contribution than in SE data.<br />

Tuesday 13:30-15:30 Computer 19<br />

13:30 3412. A Theoretical Direct Neuronal Detection Study to Estimate Percentage Local Field<br />

Perturbations<br />

Syed Muhammad Anwar 1 , Greg Cook 1 , Martyn Paley 2<br />

1 Electronic and Electrical Engineering, University of Sheffield, Sheffield, United Kingdom; 2 Academic<br />

Radiology, University of Sheffield, Sheffield, United Kingdom<br />

Direct neuronal detection (DND) of nerve impulses using MR techniques to image brain activity is currently under study as an<br />

alternative to BOLD based functional MRI. This work theoretically estimates the percentage local signal perturbations caused by the<br />

weak transient neuronal fields, and the effect of various axonal firing delays on these perturbations is also studied. The modelling<br />

suggests that detection of neuronal fields should be within the capability of current MR technology, and that better post processing<br />

may be required for more reliable and reproducible results.<br />

14:00 3413. Investigating the Earthworm (Lubricus Terrestris) as a Model for NcMRI at 9.4T<br />

Martyn Paley 1 , Steven Reynolds 1 , LiSze Chow 1 , Syed Anwar 2 , Greg Cook 2<br />

1 Academic Radiology, University of Sheffield, Sheffield, Yorkshire, United Kingdom; 2 Electronics and<br />

Electrical Engineering, University of Sheffield, Sheffield, Yorkshire, United Kingdom<br />

The feasibility of performing ncMRI in the intact resting earthworm has been investigated using a high resolution probe at 9.4T.<br />

14:30 3414. Optimization of Echo Time in Direct Detection of Neuronal Currents with MRI<br />

Qingfei Luo 1 , Jia-Hong Gao 1<br />

1 The University of Chicago, Chicago, IL, United States<br />

To detect the weak neuronal current MRI (ncMRI) signal, the imaging parameters (e.g., echo time) need to be optimized to achieve<br />

the maximum detection sensitivity. In this study, by theoretical modeling, we estimated the optimal echo time (TE) in a typical invivo<br />

ncMRI experiment using gradient-echo EPI pulse sequence. The results show that the optimal TE for detecting ncMRI<br />

magnitude/phase signal is 92/56ms in human brain at 3T. Also, the difference of optimal TE between magnitude and phase signals<br />

suggests that a dual-echo pulse sequence should be used to achieve the highest sensitivity to both signals in a MRI scan.

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