00:00:00
hello everybody and welcome to the MRI
00:00:01
physics module I can't wait to share the
00:00:04
upcoming talks with you now this course
00:00:06
consists of multiple different talks and
00:00:08
each one dives into a fair amount of
00:00:10
detail regarding that specific topic and
00:00:12
it's my hope that by the end of this
00:00:14
module you'll have a good conceptual
00:00:16
understanding as to how exactly MRI
00:00:18
physics works now I think about learning
00:00:21
MRI physics much like building a large
00:00:23
puzzle if I was to pour all the puzzle
00:00:25
pieces out on the table and pick up one
00:00:27
piece it'll be very difficult for me to
00:00:29
accurately place that piece where it
00:00:31
goes on the table what we want to do is
00:00:33
separate the puzzle into the edge pieces
00:00:36
find the corners separated into various
00:00:38
different color groups and then work on
00:00:40
each one of those groups individually
00:00:42
before combining them to give us the
00:00:44
overall picture now what I want to do
00:00:46
today is show you the front cover of the
00:00:48
puzzle we're trying to build show you
00:00:50
where we're going throughout this course
00:00:52
then we can take a step back and work on
00:00:55
each one of these individual sections
00:00:56
before putting them together and
00:00:58
hopefully having a good clear understand
00:01:00
scanning of how MRI physics works now as
00:01:03
you'll see here is a 3D model of the MRI
00:01:05
machine itself and you can see it's made
00:01:08
of multiple different layers and each
00:01:10
one of these layers represents a
00:01:12
different type of magnet that we're
00:01:13
going to use to generate our image now
00:01:16
if we look at the machine from side on
00:01:18
and then open up that machine we can see
00:01:20
where the patient lies within the MRI
00:01:22
machine
00:01:24
now MRI is different from X-ray and CT
00:01:26
Imaging as well as ultrasound imaging in
00:01:29
the fact that the signal that we use to
00:01:31
generate our image is actually coming
00:01:32
from within the patient and because the
00:01:35
signal is coming from within the patient
00:01:36
we need a way of localizing where
00:01:39
exactly that signal is coming from and
00:01:41
what we use is what's known as the
00:01:42
Cartesian plane we can separate this
00:01:45
image into three separate axes the first
00:01:49
by convention is the longitudinal axis
00:01:51
the axis that runs from head to toe
00:01:54
along the patient and that's always
00:01:55
labeled the Z or z-axis we can then cut
00:01:59
the patient in transverse section an
00:02:01
axial plane using the X Y axis here or
00:02:05
the X Y plane and that's what's known as
00:02:07
the transverse plane so we've got the
00:02:09
longitudinal plane and the transverse
00:02:11
plane and these are really important
00:02:12
Concepts to take forward into the
00:02:14
upcoming talks now in MRI imaging we use
00:02:18
a concept known as nuclear magnetic
00:02:20
resonance we use a large magnetic field
00:02:23
in order to induce resonance in certain
00:02:25
atoms within the patient and in MRI
00:02:28
imaging we use the hydrogen atom to do
00:02:31
this now the hydrogen atom is useful one
00:02:33
because it's abundant within the body
00:02:35
there are billions of hydrogen atoms
00:02:37
within the human body and two the
00:02:40
hydrogen atom has what's known as
00:02:41
non-zero Spin and atoms with non-zero
00:02:45
spin effectively act as Tiny bar magnets
00:02:47
within the body they have a north and a
00:02:50
South Pole and as a result have what's
00:02:52
known as a Magnetic Moment now the
00:02:54
Magnetic Moment In These diagrams is
00:02:56
represented by this Arrow here
00:02:59
now the arrow can actually be used as a
00:03:01
vector within the MRI machine it has
00:03:03
both Direction and magnitude and the
00:03:07
combination of the magnetic moments
00:03:09
amongst all the free hydrogen atoms
00:03:11
within the body is what's used to
00:03:13
generate the image now in conventional
00:03:15
MRI imaging we only use the hydrogen
00:03:18
atom to create our MRI imaging so we can
00:03:21
think of our patient as being a
00:03:23
combination of multiple different
00:03:24
hydrogen atoms that are moving randomly
00:03:28
within the body moving with Brownian
00:03:30
motion and the amount of movement is
00:03:32
determined by the temperature of that
00:03:34
patient
00:03:35
now because hydrogen protons have a
00:03:38
magnetic moment they will be influenced
00:03:40
by an external magnetic field much like
00:03:42
a compass aligns with the magnetic field
00:03:45
of the Earth's core we can also pass a
00:03:49
large magnetic field across the patient
00:03:51
that magnetic field will cause two
00:03:54
things to happen the first is that the
00:03:56
hydrogen atoms will align with the
00:03:59
magnetic field and the second is that
00:04:01
they will precess around their own axis
00:04:04
if you think of a spinning top on a
00:04:07
table experiencing Gravity the spinning
00:04:09
top processes like this around its own
00:04:11
axis the same thing is happening to
00:04:13
these hydrogen atoms within the patient
00:04:15
they're along the main magnetic field of
00:04:18
our MRI scanner and they process at a
00:04:21
certain frequency now that frequency is
00:04:22
determined by the type of atom so here
00:04:24
it's hydrogen and it's determined by the
00:04:27
strength of the magnetic field the
00:04:30
Precision frequency is directly
00:04:32
proportional to the strength of that
00:04:34
magnetic field higher the magnetic field
00:04:36
the higher the processional frequency
00:04:38
now don't worry this is starting to
00:04:40
confuse you we're going to look at each
00:04:42
one of these factors in isolation in the
00:04:44
coming talks now as you can see the
00:04:46
hydrogen atoms either align parallel to
00:04:48
the magnetic field or anti-parallel to
00:04:51
the magnetic field and in fact when we
00:04:53
look at quantum physics later the
00:04:55
hydrogen atom itself exists in both of
00:04:57
these states but for now what's
00:04:59
important is that the absolute number of
00:05:01
hydrogen atoms that exist in the
00:05:03
parallel Direction exceed those of that
00:05:06
in the anti-parallel direction and those
00:05:08
in the parallel direction are in a
00:05:10
slightly lower energy state to those in
00:05:12
the anti-parallel direction now we can
00:05:15
combine these magnetic moments to create
00:05:17
a net Magnetic Moment within the sample
00:05:20
that we are applying this magnetic field
00:05:22
to and as you can see there are more
00:05:25
magnetic moments in the parallel
00:05:27
Direction than they are in the
00:05:28
anti-parallel direction
00:05:30
secondly to note although the hydrogen
00:05:32
atoms are presetting at the same
00:05:34
frequency they are out of phase from one
00:05:37
another the X and Y vectors on each
00:05:41
individual Magnetic Moment here cancel
00:05:43
each other out you can see there's an
00:05:45
equal distribution within the X and Y
00:05:47
plane and what we get here is what's
00:05:50
known as net magnetization Vector we
00:05:52
combine all of these magnetic moments
00:05:54
here and we get the net magnetization
00:05:57
Vector now the net magnetization Vector
00:05:59
is along the longitudinal axis the
00:06:02
z-axis on the Cartesian plane there is
00:06:05
no X or Y value here because those
00:06:08
processional frequencies are out of
00:06:09
phase with one another
00:06:11
now we mustn't think of individual
00:06:14
hydrogen atoms when we are looking at
00:06:16
MRI imaging we need to think of the net
00:06:19
magnetization vector and how that is
00:06:21
influenced by changing magnetic fields
00:06:23
within the MRI machine so what we can do
00:06:26
is replace these hydrogen atoms with the
00:06:29
net magnetization Vector here
00:06:31
now within MRI imaging what we want to
00:06:34
measure is this net magnetization Vector
00:06:37
but we can't measure it along the
00:06:39
parallel Direction along the
00:06:41
longitudinal Direction here because our
00:06:43
main magnetic field strength is too
00:06:45
strong and it will interfere with our
00:06:47
measurement of this net magnetization
00:06:49
Vector what we want to do is move that
00:06:51
net magnetization Vector perpendicular
00:06:54
to our main magnetic field that will
00:06:57
allow us to measure that signal and
00:06:59
that's exactly what we do in MRI imaging
00:07:01
we have our main magnetic field that is
00:07:04
forcing those protons into the parallel
00:07:06
Direction what we then do is apply a
00:07:09
second magnetic field known as the radio
00:07:11
frequency pulse now the radio frequency
00:07:14
pulse acts in the perpendicular plane to
00:07:17
that main magnetic field and the radio
00:07:20
frequency pulse alternates at a
00:07:22
frequency that is equal to the
00:07:24
processional frequency of the protons if
00:07:27
the frequency of the radio frequency
00:07:29
pulse matches that of the process
00:07:31
additional frequency of the hydrogen
00:07:33
atoms within the patient two things will
00:07:36
happen the first is that the protons
00:07:38
will start to Fan out and become more
00:07:41
perpendicular with the main magnetic
00:07:43
field and the second is that the
00:07:45
processional frequencies of those
00:07:47
protons will start to process in Phase
00:07:51
our net magnetization Vector now will
00:07:53
get some transverse magnetization so
00:07:56
magnetization in the X Y plane so as we
00:07:59
apply this radio frequency pulse that
00:08:02
net magnetization Vector will start
00:08:04
gaining some transverse magnetization
00:08:06
and the angle at which we flip that net
00:08:09
magnetization Vector is what's known as
00:08:11
the flip angle in this example we
00:08:13
flipped it 90 degrees here now the
00:08:15
protons are all processing in Phase with
00:08:18
one another and they now align 90
00:08:20
degrees to the main magnetic field
00:08:23
now what we can do is place a small coil
00:08:26
here and the movement of a magnet as
00:08:29
we've seen with Faraday's law of
00:08:31
induction the movement of a magnet can
00:08:33
induce a current and it's the movement
00:08:36
of this net magnetization Vector that
00:08:38
induces a current within our receiver
00:08:40
coil that we then use that signal to
00:08:44
generate our image so we can see this
00:08:46
now Vector precessing in the transverse
00:08:50
plane in the X Y plane and we can
00:08:52
measure a signal based on the movement
00:08:55
of that Vector within the transverse
00:08:57
plane now this Vector is only moving in
00:09:01
this plane because of that radio
00:09:02
frequency pulse and importantly that
00:09:05
radio frequency pulse has to match the
00:09:07
processional frequency of the hydrogen
00:09:10
atoms if you're jumping on a trampoline
00:09:12
and someone is jumping at exactly the
00:09:13
same time as you you will get double
00:09:15
bounce you will get extra energy and you
00:09:18
will jump higher and higher if other
00:09:20
people are jumping on that trampoline
00:09:21
but not at the same time they're not
00:09:23
getting that extra energy they're
00:09:25
bouncing the same only when those
00:09:27
frequencies match will that energy be
00:09:29
transferred those protons start to
00:09:31
process in phase and the angle of
00:09:34
magnetization will start changing and
00:09:37
that angle changes dependent on the time
00:09:39
of the radio frequency pulse as well as
00:09:41
the amplitude of that radio frequency
00:09:43
pulse now that we've moved that Vector
00:09:46
into the transverse plane and we've
00:09:48
generated a signal we want to stop this
00:09:50
radio frequency pulse now we can see the
00:09:53
signal that has been generated here is
00:09:55
based on that net magnetization Vector
00:09:58
precessing at the frequency of the radio
00:10:00
frequency pulse now we don't actually
00:10:03
get a signal like this because what we
00:10:05
actually do is apply a radio frequency
00:10:07
pulse and then stop that radio frequency
00:10:10
pulse now what actually happens is the
00:10:12
net magnetization vectors are all
00:10:14
processing at that radio frequency pulse
00:10:17
and when we stop the radio frequency
00:10:19
pulse they will start to go out of phase
00:10:22
again and it's that loss of phase
00:10:25
coherence that will cause a net
00:10:27
magnetization Vector in the transverse
00:10:29
plane to get smaller and smaller so
00:10:31
let's have a look at an example here
00:10:33
here this Arrow here represents the net
00:10:36
magnetization Vector in the transverse
00:10:39
plane
00:10:40
as we stop that radio frequency pulse we
00:10:43
will see the various net magnetization
00:10:45
vectors start to become out of phase
00:10:47
with one another the more and more out
00:10:50
of phase they become the less our net
00:10:52
magnetization Vector in the transverse
00:10:54
plane will be and we see that the signal
00:10:57
that is generated becomes less and less
00:10:59
now this curve that we draw down like
00:11:02
that is what's known as the free
00:11:03
induction decayed curve or the t2 star
00:11:06
curve now importantly each and every
00:11:10
tissue within the body will have
00:11:12
different T2 star curves or different
00:11:14
free induction Decay curves if we look
00:11:17
at Water the free induction Decay is
00:11:19
very slow over time and if we look at
00:11:21
something like bone or fat the free
00:11:23
induction Decay is much faster and it's
00:11:25
those differences in loss of transverse
00:11:28
magnetization that we can use to start
00:11:30
generating contrast within our image and
00:11:32
we're going to look at that more within
00:11:34
this talk now this process is happening
00:11:36
simultaneously with a separate
00:11:38
independent process the loss of
00:11:41
transverse magnetization the loss of the
00:11:44
vector within the X Y plane is purely
00:11:47
because of that loss of phase between
00:11:49
the separate protons within the various
00:11:52
different tissues and the rate at which
00:11:54
we lose that transverse magnetization is
00:11:57
what's known as free induction Decay now
00:11:59
at the same time we are also gaining or
00:12:02
regaining the longitudinal magnetization
00:12:05
within our sample if we have the net
00:12:08
magnetization Vector perpendicular to
00:12:10
our main magnetic field we have lost all
00:12:13
of the longitudinal magnetization or the
00:12:16
net magnetization in the z-axis
00:12:19
as time goes by and that radio frequency
00:12:21
pulse has been turned off what will
00:12:23
happen is that net magnetization Vector
00:12:26
will slowly regain longitudinal
00:12:29
magnetization so we can see now as as
00:12:32
time goes by we will regain some
00:12:35
longitudinal magnetization the y-axis
00:12:38
here is representing the amount of MZ or
00:12:42
longitudinal magnetization along the
00:12:44
z-axis of our Cartesian plane along the
00:12:46
longitudinal axis of the patient
00:12:48
now importantly as we're gaining
00:12:51
longitudinal magnetization here we are
00:12:53
not losing transverse magnetization
00:12:56
because of the tilt of the protons we
00:12:59
lose transverse magnetization because of
00:13:02
those protons going out of phase with
00:13:04
one another that free induction Decay or
00:13:07
T2 star the loss of transverse
00:13:09
magnetization happens much quicker than
00:13:12
this regaining of the longitudinal
00:13:14
magnetization
00:13:16
now as time goes by even further we get
00:13:19
more and more longitudinal magnetization
00:13:21
now as we can see here we are gaining
00:13:24
longitudinal magnetization but by this
00:13:27
point we have lost all of our transverse
00:13:30
magnetization because although the
00:13:32
protons have regained some longitudinal
00:13:34
magnetization by this point they are
00:13:36
completely out of phase with one another
00:13:38
and all of those X Y vectors have
00:13:41
canceled one another out we are still
00:13:43
now regaining longitudinal relaxation or
00:13:46
T1 recovery along the z-axis which takes
00:13:50
a much longer period of time
00:13:52
now when the vectors are all aligned
00:13:55
with the magnetic field with the main
00:13:57
magnetic field we have regained 100 of
00:14:01
our longitudinal relaxation now
00:14:03
important to note that these two
00:14:05
processes happen independently of one
00:14:08
another if we know the free induction
00:14:10
decay of a certain tissue we can't
00:14:12
calculate the T1 recovery or the
00:14:14
longitudinal recovery of that tissue
00:14:17
they are completely independent of one
00:14:19
another
00:14:19
both longitudinal relaxation like we can
00:14:22
see here and free induction Decay
00:14:24
happened at different rates for
00:14:26
different tissues and it's those
00:14:27
differing rates that we use to generate
00:14:29
contrast within our image and lastly and
00:14:32
what's most important to remember is we
00:14:34
can only measure signal that is
00:14:36
perpendicular to the main magnetic field
00:14:39
so it's very difficult to measure
00:14:41
longitudinal magnetization unless we
00:14:44
flip that Vector again perpendicular to
00:14:47
the main magnetic field
00:14:49
now we can go about generating images by
00:14:51
using two separate parameters that will
00:14:54
exploit these differences in the free
00:14:55
induction Decay or T2 star Decay and T1
00:14:58
recovery or longitudinal relaxation now
00:15:02
the first parameter that we can use is
00:15:04
what's known as the time of echo now I'm
00:15:06
going to use these two knitting needles
00:15:08
to show two separate types of tissue now
00:15:12
we have the protons have been flipped
00:15:14
into the longitudinal Direction in both
00:15:16
of these tissues say CSF and fat
00:15:19
now what happens is we apply the radio
00:15:21
frequency pulse to 90 degrees our
00:15:24
protons are now processing perpendicular
00:15:27
to the main magnetic field at 90 degrees
00:15:30
now what happens is we start to lose
00:15:33
transverse magnetization as these start
00:15:36
to process out of phase with one another
00:15:38
we lose that T2 or the free induction
00:15:41
Decay because these are becoming out of
00:15:44
phase within that one another they were
00:15:46
initially in Phase providing maximum
00:15:48
signal that signal gets lost as we get
00:15:51
more and more out of phase now the time
00:15:53
of echo is the time from that RF pulse
00:15:56
at 90 degree RF pulse to the time that
00:15:59
we actually measure the signal being
00:16:01
generated by these tissues now given
00:16:04
more and more time the phase incoherence
00:16:06
will become more and more the difference
00:16:08
between these two tissues will become
00:16:10
more and more so as we wait a longer
00:16:13
period of time the difference between
00:16:14
these two tissues will become more and
00:16:16
more but the signal will become less and
00:16:19
less so it's a trade-off between getting
00:16:20
good signal and getting contrast between
00:16:23
these two tissues now that contrast is
00:16:25
based on the loss of transverse
00:16:26
magnetization
00:16:28
at the same time both of these tissues
00:16:31
are gaining longitudinal magnetization
00:16:34
in the z-axis and if we wait a really
00:16:37
long period of time we can see that they
00:16:40
will gain their longitudinal
00:16:41
magnetization at different rates but if
00:16:43
we wait long enough they will gain that
00:16:45
full net longitudinal magnetization
00:16:48
Vector we can then flip them again to 90
00:16:51
degrees with a second RF pulse the time
00:16:54
from that first RF pulse to the second
00:16:57
RF pulse is what's known as the time of
00:17:00
repetition or our TR time
00:17:02
if we wait a long period of time flip it
00:17:05
90 degrees and then wait another period
00:17:08
of time before measuring that signal
00:17:10
that time to Echo time from the RF pulse
00:17:13
to when we measure the differences in
00:17:15
Signal are going to be based on the loss
00:17:17
of transverse magnetization
00:17:19
now what happens if we wait a short
00:17:22
period of time a short TR time
00:17:25
we'll see that longitudinal
00:17:27
magnetization or longitudinal relaxation
00:17:30
occurs at different rates in fact the
00:17:34
longitudinal or T1 recovery happens much
00:17:37
faster than it does in water
00:17:39
now if we wait a short period of time
00:17:42
and don't allow the full neck
00:17:44
longitudinal magnetization or T1
00:17:46
recovery to happen what we'll see is the
00:17:49
longitudinal magnetization Vector in fat
00:17:51
is much longer than that of water now
00:17:55
when we apply a 90 degree RF pulse the
00:17:58
amount of transverse magnetization will
00:18:00
only be equal to the amount of
00:18:03
longitudinal recovery that has occurred
00:18:05
so our water will have a much smaller
00:18:09
net magnetization in the transverse
00:18:10
plane than the fact will so when we flip
00:18:13
this 90 degrees this is what's going to
00:18:15
happen the signal that is being
00:18:17
generated from fat is much more than the
00:18:20
signal that's being generated from water
00:18:22
the difference that we are seeing here
00:18:25
is because of that short time of
00:18:27
repetition it's because of the
00:18:29
differences in longitudinal relaxation
00:18:32
or the differences in T1 recovery so
00:18:35
when we make our time to repetition
00:18:36
short we're getting differences in
00:18:38
longitudinal recovery three or T1
00:18:40
differences we are not measuring the t2
00:18:43
differences between these two tissues
00:18:45
now I know this is a really difficult
00:18:47
concept and we have dedicated videos
00:18:49
specifically looking at the types of
00:18:51
relaxation and looking at t e and TR
00:18:54
times what I want to give you is an idea
00:18:57
of how we generate contrast in an image
00:18:59
and again I'm just showing you the front
00:19:01
cover of the puzzle that we are trying
00:19:03
to create you don't need to understand
00:19:05
these Concepts now but it's useful to
00:19:07
know where we're going in future
00:19:09
lectures
00:19:10
now we can manipulate the te and the TR
00:19:13
times as I've shown you now to generate
00:19:16
different contrast within our image as I
00:19:19
showed you in that example with a short
00:19:20
TR time the water lost its signal
00:19:23
because it wasn't gaining its
00:19:25
longitudinal relaxation as fast as the
00:19:27
fat was and that's what's generating a
00:19:30
T1 image where water like our CSF has a
00:19:33
low signal and fact like the
00:19:35
subcutaneous fattier has a high signal
00:19:38
when we had a long time to repetition we
00:19:41
allowed all of those tissues to fully
00:19:44
regain their magnetization in the
00:19:46
longitudinal plane before flipping them
00:19:48
into the 90 degrees and then having an
00:19:50
echo time that measured that transverse
00:19:53
magnetization that's what generates a T2
00:19:56
image where the differences between
00:19:58
water and fat now come from the
00:20:00
differences in the rate at which they
00:20:02
defaze in the transverse plane water
00:20:05
takes a very long time to de-phase and
00:20:08
the signal remains high in the
00:20:10
transverse plane unlike fat which
00:20:13
because of the spin spin interactions
00:20:15
that we're going to look at in a future
00:20:16
talk reduces the transverse
00:20:18
magnetization signal because fat D
00:20:21
phases relatively quickly compared to
00:20:23
water and we can see we get dark signal
00:20:25
in the fat coated axons in our white
00:20:28
matter we get bright signal in the water
00:20:30
in our CSF because of the differences in
00:20:33
the t2 relaxation or the free induction
00:20:35
Decay between those two tissues now the
00:20:37
way in which we Act generate these
00:20:39
images is more complicated than what we
00:20:42
covered here but the underlying
00:20:43
principle will always come back to the
00:20:45
time of Echo and the time of repetition
00:20:47
we still need to look at how we exactly
00:20:50
go about localizing the different
00:20:52
signals within the patient how we select
00:20:54
certain slices along the patient and
00:20:57
then how we encode the different X and Y
00:20:59
axis components of our image and in
00:21:02
order to do this we use what is known as
00:21:04
different pulse sequences and in this
00:21:06
module we're going to look at the main
00:21:08
pulse sequences the spin Echo sequence
00:21:11
the inversion recovery sequence as well
00:21:13
as gradient Echo sequences we will then
00:21:16
expand on these different sequences
00:21:18
looking at more advanced imaging
00:21:20
techniques we'll also look at Mr
00:21:22
spectroscopy as well as different types
00:21:24
of angiography in MRI imaging we'll end
00:21:27
off the module by looking at different
00:21:29
types of MRI artifacts as well as image
00:21:31
quality and safety within MRI imaging
00:21:34
now when we are generating signals
00:21:36
Within These different pulse sequences
00:21:38
we need a way of storing that data and
00:21:41
then ultimately using that data to
00:21:43
create an image now we use what is known
00:21:45
as k space to encode for the different
00:21:48
slices on our MRI image and we're going
00:21:51
to spend some time looking at how we go
00:21:53
about filling the data within a specific
00:21:56
case space and how we can use that case
00:21:58
space then to go about creating our
00:22:00
image stacking those K spaces on top of
00:22:03
one another in order to create a
00:22:05
scrollable image so I know this talk is
00:22:08
very complicated and if you're new to
00:22:09
MRI it's going to sound like a different
00:22:11
language and that's okay each and every
00:22:14
talk from now on is going to be looking
00:22:16
at a specific component of what we've
00:22:18
covered so hopefully you can use this
00:22:21
talk as the picture on the front of the
00:22:23
puzzle that we're trying to create and
00:22:25
when we go about building those
00:22:26
different sections on our puzzle the
00:22:28
different units within this module you
00:22:30
know where those units fit in on the
00:22:32
broad overarching picture now by the
00:22:35
time I've completed this entire physics
00:22:37
module there will be a question bank
00:22:39
that's linked Below in the first line of
00:22:41
the description you can use that
00:22:43
question Bank to test yourself with
00:22:45
actual past paper questions in Radiology
00:22:47
physics exams I've collated all of those
00:22:50
questions together and it's a great way
00:22:52
for you to test your knowledge and
00:22:53
identify knowledge gaps before heading
00:22:55
into a radiology Physics Exam so I hope
00:22:58
this has at least made some sense to you
00:23:00
use this as a springboard now going into
00:23:03
the following modules to go and build
00:23:05
your knowledge around MRI imaging so
00:23:07
until the first talk where we look at
00:23:08
the magnets in MRI imaging I'll see you
00:23:11
there goodbye everybody