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Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital
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Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Dec 14, 2015

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Page 1: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Propeller MRI

In Chan Song, Ph.D.

Seoul National University Hospital

Page 2: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Contents: Propeller sequence(Periodically Rotated Overlapping Parallel Lines with Enhanced Reconstruction)

Motion artifactTheoretical basisApplications

Page 3: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

• Motion• Periodic: cardiac motion, respiration, blood flow• Sporadic: irritable patients’ motion

• Translation, rotation, through-plane

• Artifact in MRI• blurring and ghosting

• Cause• Longer encoding step

Page 4: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Scan time=TR x matrix x Average

Long scan time

Page 5: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

MR image reconstruction under the assumption of object’s motion-free condition during whole k space coverage

Page 6: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Motion artifacts

-Most ubiquitous and noticeable artifacts in MRIdue to voluntary and involuntary movement, and flow (blood, CSF)

-Mostly occur along the phase encode direction, since adjacent lines of phase-encoded protons are separated by a TR interval that can last 3,000 msec or longer

-Slight motion can cause a change in the recorded phase variation across the FOV throughout the MR acquisition sequence

Page 7: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Motion artifact: ghost and blurring

Page 8: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Solution for motion compensation

-Navigator echo usage to estimate the motion or motion related phase from extra collected data -Cardiac and respiratory gating-Respiratory ordering of the phase encoding projections based on location in respiratory cycle-Signal averaging to reduce artifacts of random motion-Short TE spin echo sequences (limited to spin density, T1-weighted scans). Long TE scans (T2 weighting) are more susceptible to motion

Page 9: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.
Page 10: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Motion (abrupt) phase error position error

SolutionPhase informationNavigation

Motion correction by phase information

Page 11: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Key ideas in propeller sequence

K space: partial covering for whole imageMotion detection: blade usageCorrection: FFT properties’ usage

Page 12: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Diagram of the PROPELLER collection reconstruction process for motion corrected MRI.

Page 13: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Rectangular filling

kx

ky

Data acquisition

Propeller filling

Page 14: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Phase Correct

Redundant data must agree, remove phase from each blade image

Imperfect gradient balancing,

Eddy current effect:

echo center shift

Page 15: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.
Page 16: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

James G. Pipe

Page 17: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Windowing

Before After

Phase correction

Page 18: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Bulk Transformation Correction

Fourier transform correspondence Image space k space

Translation Phase rollRotation Rotation

Separate estimation of rotation and translation

Page 19: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

rotate imagerotate data

kkx RfRf F F

Fourier Transform Properties

Page 20: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Reference(only inner circle)

Magnitude of the average of strips

Rotation(only inner circle)

Correlation

Rotation correction (magnitude image)

Page 21: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Blade by blade operation

Rotation at maximum correlation Correction

Page 22: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Fourier Transform Properties

shift image phase roll across data

xkkkxx iebb 2 F F

xrbrb * FFF -1 x

b is blade image, r is reference image

Page 23: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

xrbrb * FFF -1 x

max at x

Page 24: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

TranslationComplex average k-space data

Reference(only inner circle)

Complex of the average of strips

Inverse FT (maximum)

Multiplication

Page 25: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Blade by blade operation

Translation at maximum correlation Correction

Page 26: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Blade Correlation

throw out bad – or difficult to interpolate - data

Page 27: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Through-plane motion:low weighting coeff.

Page 28: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Reconstruction (FFT)non-Cartesian sampling

requires gridding convolution

Kx

Ky

Page 29: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

w/motion

correction

Page 30: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

no correction

correlation correction only

motion correction only

full corrections

Page 31: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

T2-FSE T2-Propeller T2-Propeller(corrected)

Artifact reduction due to head motion

Page 32: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

DWI-EPIB=1000s/mm2

DWI-Propeller (FSE)

James G Pipe, 2002

Page 33: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

DWI (b=700s/mm2)

a. EPI (TR/TE/avg=2700/113/15)

b. Propeller EPI(TR/TE/blade=1600/70/26)

Wang FN, 2005

Page 34: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Useful application in propeller sequenceMotion- or Bo-inhomogeneities – insensitiveIrritable patientDiffusion weighted image

Limitations in propeller sequenceRedundant acquisition

Long scan time:High SAR: problem in higher field MR system

Solutions Undersampling (Konstantinos Arfanakis, 2005)

Parallel imagingTurbopropeller (James G Pipe, 2006)Propeller EPI

Page 35: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

Propeller sequence

Low sensitivity to image artifacts, Bo inhomogeneity and motion

T2-, Diffusion-weighted images (High SNR, low geometric distortion, low SAR)

Page 36: Propeller MRI In Chan Song, Ph.D. Seoul National University Hospital.

References

1. Pipe J, MRM 42(5): 963-62,1999.2. Pipe J, et al., MRM 47(1): 42-53,20023. Wu Y, Field AS, Alexander AL. ISMRM, Toronto, Canada, 2003. 2125.4. Roberts TP, Haider M. ISMRM, Kyoto, Japan, 2004. 946.5. Sussman MS, White LM, Roberts TP. ISMRM, Kyoto, Japan, 2004. 211.6. Pipe J and Zwart N. Magn Reson Med 55:380–385, 2006.7. Cheryaukaa AB, et al. Magnetic Resonance Imaging 22:139-148, 2004