K-Raum - Medizinische Fakultät Mannheim

Transcription

K-Raum - Medizinische Fakultät Mannheim
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 1/27
Hochschule Mannheim
Bildgebende Systeme in der Medizin
Magnet Resonanz Tomographie III:
Der k-Raum
Dr. Friedrich Wetterling
RF Methoden und Bildgebung
Lehrstuhl für Computerunterstützte Klinische Medizin
Medizinische Fakultät Mannheim, Universität Heidelberg
Theodor-Kutzer-Ufer 1-3
D-68167 Mannheim, Deutschland
[email protected]
www.ma.uni-heidelberg.de/inst/cbtm/ckm/
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 2/27
Phase Encoding: Principle
Gx
- phase encoding gradient includes a
spatial dependency of the spin
phase according to:
φp = – γ · Gx · x · tx
= – kx · x
- sequence has to be repeated
N-times !
source: Reiser and Semmler. “Magnetresonanztomographie” 2002
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RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 3/27
Movie: Signal Phase
© Plewes DB, Plewes B, Kucharczyk W. The Animated Physics of MRI, University Toronto, Canada
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 4/27
Frequency and Phase Encoding
frequency encoding
- in both encoding techniques the
transversal magnetization of all voxels
of the excited slice contribute to the
detected FID-signal
phase encoding
- the spatial information is encoded in
the phase difference which has been
developed during the phase encoding
gradient
source: Reiser and Semmler. “Magnetresonanztomographie” 2002
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RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 5/27
k-Raum
K-Space: Definition
the k-space construction is a relation between spatial encoding
(phase and frequency encoding)
and the Fourier transformation
frequency encoded signal:
∞
S (t ) =
∫ ρ ( x) ⋅ e
− i ⋅γ ⋅G x ⋅ x ⋅t
⋅ dx
−∞
kx =
γ
2 ⋅π
⋅Gx ⋅t
∞
S (k x ) =
∫ ρ ( x) ⋅ e
− i ⋅ 2 ⋅π ⋅ k x ⋅ x
⋅ dx
−∞
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 6/27
K-Space: Note
S(kx) is defined only for a limited number
of measuring points in the k-space
k-space coordinates of measured points
define the so called trajectory in k-space
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RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 7/27
Sampling Trajectories
frequency encoded FID
frequency encoded echo
ky
ky
φ
kx
kx
 k x = γ ⋅ G x ⋅ (t − TE )

 k y = γ ⋅ G y ⋅ (t − TE )
k x = γ ⋅ G x ⋅ t

k y = γ ⋅ G y ⋅ t
 k x = k ⋅ cos φ

 k y = k ⋅ sin φ
k = γ ⋅ G ⋅ t = γ ⋅ t ⋅ G 2 + G 2
fe
x
y


 Gy 

φ = arctan 


 Gx 
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 8/27
Sampling Trajectories: General
- the k-space sampling trajectory of a frequency encoded signal is a straight
line if a temporally constant gradient is used for encoding
- in general:
G fe = G fe (t )
t
r
r
k ( t ) = γ ⋅ G fe (τ ) ⋅ d τ
∫
0
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 9/27
Radial Trajectory
ky
slice selection
kx
radial readout
sequence diagram
k-space trajectory
Glover and Pauly. MRM 1992
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 10/27
K-Space: Gridding
gridding
density pre-compensation
-
non-rectilinear k-space trajectories
data points not on equally spaced
grid points
-
-
necessary to adjust positions of
data points before FFT
sample data points are
interpolated onto grid points using
frequency-limited kernel (KaiserBessel window function)
-
amplitude density compensation
-
FFT
-
divide by inverse of interpolation
kernel
-
most commonly used method
called "gridding“: sinc, density precompensation, etc.
O‘Sullivan. IEEE Trans Med Imaging 1985
Jackson et al. IEEE Trans Med Imaging 1991
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 11/27
Spiral Trajectory
Cartesian
Imaging
spiral imaging
FAT-SAT
RF-pulse α
spoiler
time
k-space
volunteer: kidney-MRA
Proband: Herz, TrueFISP
gradient design
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 12/27
Frequency Encoding: FID
FID
kx = γ ⋅Gx ⋅t
0 ≤ t ≤ T acq
trajectory starts at kx = 0 und ends at
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kx = γ ⋅Gx ⋅t
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 13/27
Frequency Encoding: Gradient-Echo
gradient-echo
preparation:
k x = −γ ⋅ G x ⋅ t
acquisition:
k x = −γ ⋅ G x ⋅ T acq 2 + γ ⋅ G x ⋅ t − T acq 2
0 ≤ t ≤ T acq 2
(
)
= γ ⋅ G x ⋅ ( t − T acq )
= γ ⋅ G x ⋅ ( t − TE )
t − TE ≤ T acq 2
- trajectory is a symmetrical line through k-space origin during acquisition:
starts at kx = −γ ⋅ Gx ⋅Tacq / 2 and ends at kx = γ ⋅ Gx ⋅ Tacq / 2
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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Frequency Encoding: Spin-Echo
spin-echo
preparation:
kx = γ ⋅Gx ⋅t
180°-pulse:
k x = γ ⋅ G x ⋅ T acq 2 →
acquisition:
k x = −γ ⋅ G x ⋅ T acq 2 + γ ⋅ G x ⋅ t − T acq 2
0 ≤ t ≤ T acq 2
k x = − γ ⋅ G x ⋅ T acq 2
(
)
= γ ⋅ G x ⋅ ( t − T acq )
= γ ⋅ G x ⋅ ( t − TE )
- trajectory the same as with gradient-echo
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t − TE ≤ T acq 2
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Phase Encoding Trajectory
Dr. Friedrich Wetterling
11/24/2011 | Page 15/27
r r


r
− i ⋅γ ⋅G pe ⋅ r ⋅T pe
3 

S (t ) =
ρ (r ) ⋅ e
⋅ d r ⋅ e − i ⋅ω 0 ⋅t


 Obj

∫
after demodulation:
r
S (k ) =
∫
r r
r
− i ⋅ 2 ⋅π ⋅ k ⋅ r
ρ (r ) ⋅ e
⋅ d 3r
r
r
k = γ ⋅ G pe ⋅ T pe
Obj
r
r
S (k ) as a function of k has the same form
as for frequency encoding
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 16/27
Frequency and Phase Encoding: Note
note:
- with respect to frequency and phase encoding a measured time signal
is represented in different way in k-space:
phase encoding:
r
k has a fixed value for a given Gpe and Tpe
frequency encoding:
r
k is always a function of time
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RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 17/27
1D MR Imaging Sequence
∞
wanted image function:
∞
∫ ∫ ρ ( x , y , z ) ⋅ dydz
I ( x) =
−∞ −∞
spin-echo
∞
spin-echo signal:
S (t ) =
∞
∞
∫ ∫ ∫ ρ ( x, y, z ) ⋅ e
− i ⋅γ ⋅G x ⋅(t − TE )
dxdydz
−∞ −∞ −∞
∞
=
∫ I ( x) ⋅ e
− i ⋅γ ⋅G x ⋅ (t − TE )
dx
−∞
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 18/27
Movie: 1D K-Space
© Plewes DB, Plewes B, Kucharczyk W. The Animated Physics of MRI, University Toronto, Canada
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t − TE ≤ T acq 2
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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1D Imaging Equation
using the substitution:
k x = γ ⋅ G x ⋅ (t − TE )
∞
S (k x ) =
∫
I ( x ) ⋅ e − i ⋅ 2 ⋅π ⋅ k x ⋅ x dx
−∞
1D imaging equation
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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2D MR Imaging Sequence
- interval between 90°- and 180°-pulse
(phase encoding interval)
k x = γ ⋅ G ⋅ (t − t 0 )
k y = γ ⋅ n ⋅ ∆ G y ⋅ (t − t 0 )
- point A:
(
t 0 ≤ t ≤ t 0 + T acq 2
k A = γ ⋅ G x ⋅ T pe , γ ⋅ n ⋅ ∆ G y ⋅ T pe
- 180°-pulse:
k B = −k A
acquisition: k x = γ ⋅ G ⋅ (t − TE )
k y = −γ ⋅ n ⋅ ∆ G y ⋅ T pe
t − TE ≤ T acq 2
source: Liang and Lauterbur. “Principles of Magnetic Resonance Imaging” 2000
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)
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 21/27
Movie: 2D K-Space X
© Plewes DB, Plewes B, Kucharczyk W. The Animated Physics of MRI, University Toronto, Canada
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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Movie: 2D K-Space Y
© Plewes DB, Plewes B, Kucharczyk W. The Animated Physics of MRI, University Toronto, Canada
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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Movie: 2D K-Space X and Y
© Plewes DB, Plewes B, Kucharczyk W. The Animated Physics of MRI, University Toronto, Canada
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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Movie: 2D K-Space Signal Encoding
© Plewes DB, Plewes B, Kucharczyk W. The Animated Physics of MRI, University Toronto, Canada
Seite
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 25/27
3D MR Imaging Sequence
- acquisition:
k x = γ ⋅ G x ⋅ (t − TE )
k y = γ ⋅ m ⋅ ∆ G y ⋅ T pe
k z = γ ⋅ n ⋅ ∆ G z ⋅ T pe
t − TE ≤ T acq 2
∞
S (k x , k y , k z ) =
∞
∞
∫∫∫
I ( x, y, z ) ⋅ e
(
− i ⋅ 2 ⋅π ⋅ k x ⋅ x + k y ⋅ y + k z ⋅ z
)dxdy dz
−∞ −∞ −∞
source: Liang and Lauterbur. “Principles of Magnetic Resonance Imaging” 2000
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
11/24/2011 | Page 26/27
Surfing through K-Space
read
read
phase
phase
constant gradient results
in a straight trajectory
180°-pulse
change in polarity
inverts the trajectory
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RF
refocusing pulse (180°)
inverts phase
(mirroring at origin)
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K-Space and Image-Space I
Dr. Friedrich Wetterling
11/24/2011 | Page 27/27
k-space
image-space
hologram
image
frequency distribution
density distribution
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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Fourier Transformation (FT)
- definition:
kx =
γ
2 ⋅π
S (k x , k y ) =
⋅Gx ⋅t
ky =
∞ ∞
∫
∫ ρ (x , y ) e
γ
2 ⋅π
(
⋅ G pe ⋅ T pe
i 2π k x x + k y y
)
dx dy
− ∞− ∞
FT
- image of spin density distribution is calculated by
inverse Fourier Transformation (FT):
Jean Baptiste Joseph Fourier (1768–1830)
∞ ∞
ρ (x , y ) =
∫
∫ S (k x , k y ) e
−∞−∞
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(
− i 2π k x x + k y y
)
dk x dk y
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Point Spread Function: PSF
Dr. Friedrich Wetterling
11/24/2011 | Page 29/27
k-space
image
Fourier
transformation
optics / MRI :
PSF = image of a point-like radiation / magnetization source
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PSF: K-Space Inhomogeneity
k-space
15 echoes
∆TE = 10 ms
T2 = 50 ms
position [pixel]
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RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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NMR History: Imaging II
Paul Lauterbur
• second scanner: collecting many points at once.
• the improved method was based on the principle of back projection.
• magnetic field gradients were used to realize the projections.
1973
Nature 1973;242:190-191
Richard R. Ernst
Zurich
• 2D Fourier transform MRI
1974
© Yves De Deene. University of Gent, Belgium
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Dr. Friedrich Wetterling
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K-Space and Image-Space II
k-space
image-space
k y = γ Gp t
y = ω/(γ Gp)
FT
k x = γ Gr t
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x = ω/(γ Gr)
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Dr. Friedrich Wetterling
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K-Space Properties
reference
k-space
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Dr. Friedrich Wetterling
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Movie: K-Space FT Point
© Plewes DB, Plewes B, Kucharczyk W. The Animated Physics of MRI, University Toronto, Canada
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image
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Movie: K-Space FT Line
© Plewes DB, Plewes B, Kucharczyk W. The Animated Physics of MRI, University Toronto, Canada
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K-Space
Quiz
k-Raum-Darstellung
????
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Dr. Friedrich Wetterling
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K-Space: Mona Lisa
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K-Space: Non Locality
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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K-Space: Summary
density
y
image
Fourier
transformation
x
ky
k-space
kx
hologram
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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sampling
theorem:
K-Space: Sampling Requirements I
∆k x ≤
1
Wx
∆k x = γ ⋅ G x ⋅ ∆t

 ∆ k y = γ ⋅ ∆ G y ⋅ T pe
∆k y ≤
1
Wy
Gx :
∆t :
∆ Gy :
Tpe :
source: Liang and Lauterbur. “Principles of Magnetic Resonance Imaging” 2000
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frequency encoding gradient
frequency encoding interval
phase encoding increment
phase encoding interval
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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K-Space: Sampling Requirements II
∆t ≤
2 ⋅π
2 ⋅π
=
γ ⋅ G x ⋅W x γ ⋅ G x ⋅ N x ⋅ ∆x
∆G y ≤
2 ⋅π
2 ⋅π
=
γ ⋅ T pe ⋅ W y γ ⋅ T pe ⋅ N y ⋅ ∆ y
Nyquist - interval
RUPRECHT-KARLSUNIVERSITY HEIDELBERG
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Dr. Friedrich Wetterling
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Example
- during a MR measurement the signal S(t) is discretely sampled
(frequency encoding interval ∆t) in a
total acquisition time taq (typical 5 - 30 ms)
→ number of measuring points N = taq / ∆t
S(∆t), S(2∆t), ... S(N∆t)
⇒ spatial resolution ∆x is limited by:
∆x =
Wx
2π
=
Nx
γ ⋅ G x ⋅ N x ⋅ ∆t
example: Nx = 256
∆t = 30 µs
Gx = 1,566 mT/m
∆x = 1.593 mm
⇒
W x = N · ∆x = 50 cm
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Computerunterstützte Klin. Medizin
Dr. Friedrich Wetterling
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Nobel Prizes NMR
1944 Nobel prize in physics
Isidor Rabi
spin of nuclei (1939)
1952 Nobel prize in physics
Felix Bloch and Edward Purcell
discovery of NMR (1946)
1991 Nobel prize in chemistry
Richard Ernst
Fourier transformation, MRS (1966)
2002 Nobel prize in chemistry
Kurt Wüthrich
3D structure of proteins, MRS (1982)
2003 Nobel prize in medicine
Paul Lauterbur and Peter Mansfield
MR-imaging, MRI (1973)
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