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Medical Imaging and Pattern
Recognition
Lecture 8
Magnetic Resonance ImagingOleh Tretiak
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MIPR Lecture 8Copyright Oleh Tretiak, 2004
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Medical Imaging Modalities:
History 1895: X-ray
~1950: Ultrasound
~1955: Radionuclide
1972: CT
~1980: MRI
Nobel Prize
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MRI Procedures
Magnetic Resonance Angiography (MRA)
Body MRI
Cardiac MRI
Chest MRI
Head MRI
Musculoskeletal MRI Spine MRI
Functional MRI of the Brain (fMRI)
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Full Carotid Artery MRI
There are four carotid arteries, two oneach side of the neck: right and leftinternal carotid arteries, and right andleft external carotid arteries.
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Cardiac MRI: Akinetic Wall
Animated clip and contrast image
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Cardiac MRI: Valvular Reflux
Reduced heart function due to aortic valve dysfunction.
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Chest MRI
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Head MRI
Cerebral Aneurism - Schematic
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Aneurysm
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Musculoskeletal MRI
Left: normal knee. Right: torn anterior
cruciate ligament
QuickTime and aTIFF (Uncompressed) decompressor
are needed to see this picture.
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Spine MRI
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Functional MRI of the Brain
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Strengths of MRI
Images of soft-tissue structures of the body, such as
the heart, lungs, liver, are clearer and more detailed
MRI can help evaluate the function as well as the
structure
Invaluable tool in early evaluation of tumors
MRI contrast materials are less harmful than those
used in X-ray or CT
Fast, non-invasive angiography
Exposure to radiation is minimal (non-ionizing)
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Risks and Weaknesses
Metal implants may cause problems
Problems with claustrophobia
MRI is to be avoided during the first 12
weeks of pregnancy
Bone is usually better imaged with X-
rays
MRI typically costs more than CT
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Magnetic Materials
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Nuclear Magnetism
Atomic nuclei have intrinsic quantized magneticmoments
No magnetic field Strong magnetic field
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Nuclear Magnetic Resonance
A transverse RF field at the appropriate frequency causes the
moments to tilt from the magnetizing field axisB B B B
Ht = Acost
= H0
Ht = Acost
H0
H0 H0 H0 H0
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Excitation of SpinsIn a static field, the spins line up with the magnetic field. There is
no external magnetic signal.
If a magnetic nucleus is in field strength H0 (Larmour frequency
0), and a RF field normal to H0 and at frequency 0 is applied, themagnetic moments move away (tip away) from the direction ofHo.
Tip angle is proportional to the magnitude and duration of the
exciting field (RF field).
This is a resonance phenomenon. If, the RF field frequency, is
different from 0, the tip angle is equal to 0.The motion of the magnetization is described by the Bloch
equation.
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Excitation of Spins
H0
AT/
0 t T
H1 Acos0t
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Nuclear Magnetic Resonance
When a nuclear magnet is tiltedaway from the external magneticfield it rotates (precesses) at theLarmour frequency. For hydrogen,
the Larmour frequency is 42.6 MHzper Tesla.
0 H0
0
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Slice Selection If the external field is equal to Hz(x, y, z) = H0 + zGz,
and an exciting field at frequency w0 is applied, the
slice z=0 is selected. That is, spins in that plane are
tipped, while other planes are not affected.
Slice profile is proportional to the Fourier transform of
the RF field envelope. Short, strong pulse thick
plane. Weak, long pulse thin plane.
The plane can be selected by field gradients.
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MIPR Lecture 8Copyright Oleh Tretiak, 2004
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Slice Selection Examples
Hz H0 xGx
Hx Acos0t
Hz
Hz
Gradient Planex y-z
y x-z
z x-y
x-y-z oblique
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External Signal from Resonance
Spinning magnetization induces a voltage inexternal coils, proportional to the size ofmagnetic moment and to the frequency.
H0
0
s(t)
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Bloch Equation
Motion of the magnetization vector is describedby the Bloch equation. The cross product term
leads to magnetic resonance, while T1 and T2
terms lead to relaxation (decay) of transient
effects. For living tissues, T1 ~ 0.2 to 1 sec, T2 ~0.02 to 0.1 sec.
dM
dt MH
Mx i Myj
T2
(MzM0)k
T1
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Imaging: two boxes.
Assume the body consists of two samples, a in stronger
field, b in a weaker field. s(t) is the sum of sinewaves at the
two frequencies. The Fourier transform ofs(t) will have two
lines corresponding to the frequencies (locations) of the two
samples. The strength of each line is proportional to the
amount of material in each location.
a b-2
-1.5
-1
-0.5
0
0.5
1
1.5
2
0
0.
3
0.
6
0.
9
1.
2
1.
5
1.
8
2.
1
2.
4
2.
7 3
3.
3
3.
6
3.
9
s(t)
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MIPR Lecture 8Copyright Oleh Tretiak, 2004 26
Imaging: linear object
Tube of nonuniform thickness in linearly
varying magnetic field. The Fourier transformof the resonance signal is proportional to thetube thickness.
Fourier transformofs(t)
Tube, parts are narrow, parts
are wide Map of tube thickness
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MIPR Lecture 8Copyright Oleh Tretiak, 2004 27
Imaging: two-dimensional object
Given a thin plate of magnetic moments in thex-y
plane. The magnetic fields has linear variation
(gradients) in thexand ydirections. The resulting total
magnetic resonance signal is proportional to the Fourier
transform ofm(x, y) along a line in the Fourier plane.
HzH0 Gxx Gyy
s(t) Kei0t m(x,y)ei(GxxGy )t
Kei0t
FT [m(x,y)](x Gxt,y Gyt)
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Diagram of Fourier plane path
By successively applying different combinations ofgradients we can measure the Fourier transform over
the whole plane. Then take the inverse transform to
compute m(x, y).
x
y
m(x, y)
x
y
Gx GcosGy Gsin
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Huge Magnetic Fields
Magnetization proportional to external field
Frequency proportional to external field
Voltage proportional to the product of magnetizationand frequency
Signal proportional to square of magnetic field
Higher field > better image quality!
We can get good image quality (for someprocedures) by scanning for a longer time
Problems with motion and with patient comfort
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Contrast Mechanisms Intrinsic contrast mechanisms: m, proton
density; T1 and T2, relaxation times.
Chemical environment affects signals andcan produce contrast. For example, resonant
frequencies for fat and muscle are different.
Motion affects MRI signal. Flow and diffusion
can be measured.
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MRI Scanner
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Open Bore MRI Scanner
Avoid claustrophobia
Lower image quality
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Summary of MRI Rich set of contrast mechanisms.
Versatile slice selection. Tomographic andprojection images are possible.
Non-ionizing. No known harmful effects,except heating.
Resolution not as good as in X-ray.
Expensive and slow. New technique. Rapid and continuing
progress.