bruce fischl mgh athinoula a. martinos center harvard medical school mit csail/hst some open issues...

40
Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost all these slides)

Upload: brent-harrell

Post on 15-Jan-2016

221 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Bruce Fischl

MGH ATHINOULA A. MARTINOS CENTERHarvard Medical School

MIT CSAIL/HST

some open issues in functional MRI(thanks to Larry Wald for almost all these slides)

Page 2: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Integrating Function and Structure.

Local functional organization of cortex is largely 2-dimensional!

From (Sereno et al, 1995, Science).

Page 3: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Some hot topics/open questions:

1. EPI distortions.

2. Large N arrays/parallel acquisition and

High field (or ultra-high field).

3. Open issues.

Page 4: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

EPI distortions: change with TE.

3T, TE = 21, 30, 40, 50, 60ms

Page 5: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

EPI distortions: change with slice thickness.

Page 6: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

EPI distortions: other factors

1. Scale linearly with field strength.

2. Change with changing shim.

3. Bone/air interface particularly problematic.

4. Are inversely proportional to bandwidth.

Page 7: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Some hot topics/open questions:

1. EPI distortions.

2. Large N arrays/parallel acquisition and

High field (or ultra-high field).

3. Open issues.

Page 8: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Large N Arrays

1. The sensitivity of a coil generally scales inversely

with its area.

2. The sensitivity of a coil falls off with depth, with the

rate of falloff inversely proportional to the coil

diameter.

How to get uniformly high sensitivity?

Tile the head with lots of little coils!

Page 9: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Two ways to improve sensitivity in the brain.

Big magnetSmall coils

Page 10: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Two ways to improve sensitivity in the brain.

Big magnet Small coils

Page 11: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

MGH array development

32 ch. at 3T

90 ch. at 1.5T

32 ch. at 7T

Page 12: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

SNR Maps – increased sensitivity everywhere

23 Channel 8 Channel CP Head

0

10

20

30

40

5090 Channel

Page 13: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Acceleration

Arrays contain lots of redundant information

(since each coil sees the entire brain, albeit

with variable SNR)

As usual in MRI, can tradeoff time and SNR –

acceleration to increase EPI bandwidth and

decrease distortion.

Page 14: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

1/FOV

water

ky

kx

Under-sampled kspace

Increasing Bandwidth: accelerate the EPI by leaving out every other line…

1/2 FOV, from under-sampled kspace

Page 15: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Two ways to get to the unfolded image…

FFTkspace, every other line (under-sampled)

Folded, but many

FFT

SMASH, GRAPPA SENSE

Page 16: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

EPI distortions: acceleration

4x acceleration at 1.5T vs. no acceleration

Page 17: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3D Flash with 16x accel.

1mm x 1mm x 2mm, acquisition time = 23secCourtesy: Mathias Nittka, Siemens

TR = 12TE = 4.7FA = 15 degBW = 130

3T: 32 channel

Page 18: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

What else can be done with SNR?

Can also trade SNR for resolution, although the price is high!

Page 19: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

MGH 3T

32 channel

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

Page 20: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

24

Page 21: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

28

Page 22: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

32

Page 23: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

36

Page 24: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

40

Page 25: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

44

Page 26: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

48

Page 27: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

52

Page 28: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

56

Page 29: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

60

Page 30: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

64

Page 31: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

3T MP-RAGE380um x 380um x 1mm, 7 scans of 9 minutes eachmotion correctedTI=900ms, TR/TE/flip = 2250/4.35/9deg

MGH 3T

32 channel

Page 32: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

MGH 3T

32 channel

Page 33: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Single shot GRE EPI1.0mm isotropic, 192x192, TE= 30msR=2 GRAPPA

MGH 3T

32 channel

Page 34: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

1mm Res. Diffusion MRIiPAT=2 iPAT=3

iPAT=5iPAT=4

Product EPI

b = 1000 s/mm2

256x256 matrix

FoV = 256 mm

Thick = 2.0 mm

TR = 3200 ms

TE (iPAT 2) = 112 ms

TE (iPAT 3) = 94 ms

TE (iPAT 4) = 87 ms

TE (iPAT 5) = 87 ms

Shots 12-30

Courtesy Michael Zwanger & Gunnar Kruger

3T 32 channel

Page 35: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Courtesy: G. Sorensen and R. Wang, Thomas Benner, MGH Martinos Center

2mm isotropic DTI,whole brain, 7 minutes

Page 36: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

7T array coil750um isotropic resolution

7T High Resol. fMRI w/ BOSS method

results from C. Miller, Univ. Oxford and C. Wiggins

Page 37: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

1. What to do about the veins?

2. How to accurately align high res functional data to structurals?

3. Non-Fourier reconstructions to account for other distortions?

4. What to do about physiological noise?

5. How to optimally combine different echoes?

Open Questions for High-Field

High resolution imaging.

Page 38: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

7 Tesla: Dielectric Resonance within head

Intensity inhomogeneity in transmit B1 field (changes contrast!)

Page 39: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

How to get rid of the veins?

What is the true limit of the neural resolution of fMRI?

Page 40: Bruce Fischl MGH ATHINOULA A. MARTINOS CENTER Harvard Medical School MIT CSAIL/HST some open issues in functional MRI (thanks to Larry Wald for almost

Larry WaldGraham Wiggins Andreas PotthastChris Wiggins Franz SchmittChristina Triantafyllou Gunnar KruegerGreg Sorensen Mattias NitkaThomas Benner many othersmany others

MGH Siemens

Acknowledgements