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Site Differences in Site Differences in Kspace Filtering Kspace Filtering and How They Explain and How They Explain Site Differences in Site Differences in Image Smoothness Image Smoothness Lee Friedman, Ph.D. Lee Friedman, Ph.D. The MIND Institute The MIND Institute FIRST BIRN All Hands Meeting FIRST BIRN All Hands Meeting March 21, 2005 March 21, 2005

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Page 1: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

Site Differences inSite Differences in Kspace Filtering Kspace Filtering

and How They Explain and How They Explain Site Differences in Image Site Differences in Image

SmoothnessSmoothnessLee Friedman, Ph.D.Lee Friedman, Ph.D.The MIND InstituteThe MIND Institute

FIRST BIRN All Hands MeetingFIRST BIRN All Hands MeetingMarch 21, 2005March 21, 2005

Page 2: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands
Page 3: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands
Page 4: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

Site Differences in SensitivitySite Differences in Sensitivity

Page 5: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

Site Differences in SmoothnessSite Differences in Smoothness

Page 6: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

Smoothness Predicts SensitivitySmoothness Predicts Sensitivity

Page 7: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

http://www.revisemri.com/tutorials/intro_kspace1.htmDave Higgins

Google: kspace mri tutorial

Page 8: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands
Page 9: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands
Page 10: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands
Page 11: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

The Voxel Point Spread FunctionThe Voxel Point Spread Function

Narrow PSFLess Smooth ImageMore Noisy Image

Less Sensitive to BOLD

Broader PSFMore Smooth Image

Less Noisy ImageMore Sensitive to BOLD

Page 12: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands
Page 13: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

STAN 3T, DUKE 1.5T, DUKE 4.0T all GE IOWA GE 1.5T

IRVINE PICKER 1.5T ALL SIEMENS, BRIGHAM GE 3T

Page 14: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

EPI SPIRAL

Page 15: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

STAN 3T, DUKE 1.5T, DUKE 4.0TIOWA GE 1.5T IRVINE PICKER 1.5T

Page 16: Site Differences in Kspace Filtering and How They Explain Site Differences in Image Smoothness Lee Friedman, Ph.D. The MIND Institute FIRST BIRN All Hands

Recommendations for Multi-Center Recommendations for Multi-Center StudiesStudies

No Kspace Filters

Easy to implementHigher Spatial ResolutionLess SmoothMore NoisyLess SensitiveUgly Voxel PSF

All sites use same kspace filtering regimes

Rotationally SymmetricFermi FilterRadius = 32Width = 2.5

Hard to implementLower Spatial ResolutionMore SmoothLess NoisyMore SensitivePretty Voxel PSF