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Physics - CT Case Review with Dr. Mahesh (4-14-25)

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0:02

Hello and welcome to Case Crunch Rapid case review

0:05

for the core exam hosted by modality.

0:08

In this rapid fire format,

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faculty will show key images along

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with a multiple choice question,

0:13

and you'll respond with your best answer via

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the live polling feature.

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After a quick answer explanation, it's on to the next case.

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You'll be able to access the recording

0:22

of today's case review

0:23

and previous case reviews

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by creating a free account using the

0:26

link provided in the chat.

0:28

Today we are honored to welcome back Dr.

0:30

Mahesh for a physics board review in ct. Dr.

0:34

Mahesh is a professor of radiology

0:36

and cardiology at Johns Hopkins School

0:38

of Medicine in Baltimore, Maryland.

0:41

He is au the author of the textbook MDCT Physics,

0:45

the Basics Technology, image Quality, and Radiation Dose.

0:49

Additionally, he is chair

0:50

of the Radiation Control Committee, president

0:53

of A A PM board, member of a CR subject matter expert

0:58

for U-N-I-A-E-A and an elected member of NCRP

1:02

and I-I-C-R-P.

1:04

Questions will be covered at the end if time allows.

1:06

Please remember to use the q

1:08

and a feature to submit your questions.

1:10

With that, we are ready to begin today's board review. Dr.

1:13

Mahesh, please take it from here.

1:16

Wonderful. It's my great pleasure to talk about ct,

1:20

one of my favorite subject.

1:22

Um, before I dwell into my the session, I just want

1:25

to tell you guys who are joining us next, today

1:29

and tomorrow day after tomorrow,

1:30

you're gonna hear something about CT in the media

1:32

because there's a publication which came out today in JAMA

1:37

are projecting that CT will cause a lot more cancers in

1:40

future APM and the American College of Radiology.

1:43

We have put out a press release, uh,

1:47

talking about it pushing back and

1:49

because the estimations are not correct

1:51

and it's, it's basically scar people out.

1:54

So if you happen to see these papers, these media, uh,

1:59

tidbits, remember that's where we have, uh,

2:02

addressing the issue through both A A PM press release

2:06

and also a A CR press release release about this,

2:09

what the benefit of the ct.

2:10

Having said that, let me jump start

2:13

from, from the first question.

2:14

Okay. Here is one of the, uh, generic question

2:19

introductory, wonderful.

2:25

Um, welcome the, uh, attending physician and

2:28

and the resident and anybody taking the exam CT as you know,

2:33

where whether you are um, radiologist

2:36

or any type of physicians, you'll be using CT to some extent

2:39

because CT has been considered the one

2:41

of the most advanced technology innovation in medical

2:45

science for the last 50 years.

2:47

Uh, constantly related as high,

2:49

which changes the whole diagnosis for this one.

2:52

So be having that said that,

2:54

let me start with the first question.

2:55

I don't wanna delay too much time,

2:57

a lot of material to cover.

2:59

You see, this is my first question.

3:07

This is an easy question.

3:09

I'm glad everybody has uh, uh, said it's zero.

3:13

Why zero and what is u HU is known for hounsfield,

3:17

the person who first developed the C back in 1970s

3:23

probably would not surprise that he worked for um,

3:26

gramophone company, which also had Beetles record.

3:28

So the gramophone HMV kind of sold off the, uh, this,

3:32

this particular research part thinking

3:34

that it would not prevail, but that's a different story.

3:37

So the CT number of water is expressed in ounce field unit

3:41

and the number is zero.

3:43

The reason is like the CT numbers are normalized

3:47

to a al containing water

3:49

and we pegged the CT number of water to be zero

3:53

and every other tissue around this zero unit.

3:56

This is one of the reason in the clinic.

3:59

Every day morning a technologist will scan a water phantom

4:03

to make sure the CT number of the water

4:06

is is within zero plus or minus seven ounce per unit.

4:10

The reason is if the CT number is giving wrong

4:13

every other tissue which will displayed based on the whole

4:16

internet ho speed number will also be wrong.

4:19

That's why the most commonly done quality controlled

4:23

by the technologies on a daily basis is to do a,

4:27

a scan phantom, a water phantom or even a water bottle.

4:30

You can scan and make sure the scarcity number from the

4:33

system is coming out to zero because

4:36

otherwise the calibration is off that needs to be tested.

4:40

Here is the thing, the idea here is like the formulation

4:43

for CT number is as you can see here, this is the difference

4:47

of the tonation coefficient of a material with with that

4:52

of a ation of water diverted by the atian ion of water.

4:57

If we are scanning water,

4:58

water this minus this will be zero,

5:00

therefore the CT number is zero.

5:03

Everything else, depending on the tenian coefficient

5:06

and multiplied by a scaling factor, this wax

5:09

of image will can display the CT number anywhere from uh,

5:13

all these numbers and these numbers are then translated into

5:18

a pixel image and

5:19

that's why the CT image from a physicist standpoint

5:23

of view is a bunch of tonation values

5:26

displayed on a gray scale.

5:28

The way done is like the tissues are denser than water has

5:33

a positive CT number, um,

5:36

and anything less than water will have minus uh CT number.

5:40

That's why the fatty tissues are around minus 80

5:43

to one minus 100 bone

5:46

and muscles are all in the positive size

5:48

and the compact bone

5:50

and is the highest one lung which is the air has a

5:53

low atian coefficient.

5:54

That's why the lungs and the CT numbers are very low.

5:58

Then the other advantage

5:59

of CT is like we have window A level and windowing

6:03

and this is actually is the one which makes the CT image

6:07

look so nice to adjust a contrast.

6:11

Nowadays, all of you guys when you see the ct,

6:13

we have free fixed windowing window we call a bone window,

6:17

we have a lung window or a medicinal window.

6:21

Basically here's the cha chest city image

6:23

and the same image can be displayed both in a bone.

6:27

Bone window means you have a lo,

6:29

you have the window centering a thousand.

6:31

Everything else, the 2 56 gray scale is

6:34

distributed around this number.

6:36

That's why only the bone will show up white,

6:38

everything else become dark.

6:40

Whereas here in the lung window we want to look the lung,

6:44

lung aviles and other structure.

6:46

Everything else becomes uh, washed out except this area

6:50

that is the idea behind this unfilled scale

6:53

and the variation which allows us

6:56

to display different tissue which is not possible in

6:59

radiography and fluoroscopy

7:01

and that's the reason why CT images pops out

7:04

and it's going to pop out even more with the duality CT

7:08

and the photon counting CT

7:10

where we can even further distinguish between kidney

7:13

and pancreas blood and so forth.

7:15

That's the direction we are going.

7:18

Next question, what is the ratio of radiation dose

7:22

at skin surface compared to the center

7:25

of the abdomen in an abdominal ct?

7:35

Answer is all over the place.

7:36

We are going reasonably

7:39

and the reason is like here is the thing,

7:41

the idea here is the answer is one is two 0.5 means the

7:45

surface dose is one

7:46

and the center dose is about half of the dose.

7:49

The reason is this is how it looks.

7:51

If an object is small, the surface dose is same

7:56

as the central dose and that's true with the head

8:00

and I'm showing here a phantom which we physicist measure

8:04

and we use this to measure CT dose.

8:06

So the surface dose is same as the central dose.

8:09

Now on the larger abdomen, which we use a standard phantom

8:14

of 32 centimeter, the center dose is half

8:17

of the cent surface dose.

8:19

This has an implication how we do CT dose measurement

8:23

but if the saw object everything is same,

8:25

if a large object larger day,

8:27

you may have observed some time a large patient um,

8:32

CT scan of a large abdomen.

8:34

You see lot of very graininess in the center

8:38

and that we call it

8:39

as photon starvation artifact which means less amount

8:43

of x-rays are penetrating here, contributing the image.

8:46

Therefore that is having a lot of graininess.

8:49

That is what is called for salvation.

8:51

Another point is like if a pregnant woman is scanned in a

8:55

ct, if you want to calculate the fetus dose, we

8:58

as a physicist want to know where the fetus is located.

9:02

Is it located at the center?

9:05

That way then we can actually estimate the dose gonna be

9:07

much lesser than at the surface and so more a reason.

9:12

So that brings to the idea of how is CT dose measured.

9:16

The CT dose AAV measure is nothing to do with the patient.

9:20

It is measured using standard phantom.

9:24

These phantom you met a senior physicist drag

9:26

around this heavy material called lucite material with holds

9:30

to insert the chamber.

9:32

The physicists use these phantoms

9:34

and this has been standardized worldwide.

9:36

32 centimeter body phantom is about,

9:39

it's called body phantom 16 centimeter diameter is called

9:42

the head phantom and physicists measure at the center

9:45

of this one to calculate the CTDI

9:49

and once we calculate we nowadays we use

9:53

what is called A-C-T-D-I complete tomography

9:56

dose index weighted.

9:58

The reason is like since since the surface,

10:01

since the surface dose is different in the body compared

10:05

to the head, we had to weight that one

10:07

and we use a formulation like this.

10:10

I'm not expecting you to be uh,

10:11

follow the formulation right now

10:13

but it's good to know where this is arriving.

10:16

So CTDI is one of the dose description in CT

10:19

and it is called computer tomography dose index only.

10:24

Now next, next there's another dose metrics

10:26

called dose length product.

10:29

So let's try this math, try to keep you awake.

10:32

What is the dose length product of a 20 milligram

10:37

CTDA weighted pitch of two and a scan length of 100.

10:48

So 50%

10:49

of you have correct which is skew 50,000 milligrams

10:52

centimeter and how is it calculated?

10:55

This is calculated as follows, the DLP,

10:58

the dose length product is calculated

11:00

by the CTDI weighted divided by the pitch factor.

11:05

I'll tell you what more about pitch as we go along

11:07

multiplied by the scan length from this way the answer is

11:11

1000 milligram.

11:13

Why are we interested in DLP?

11:15

Because the CTDI only measured the dose of one slice,

11:20

whereas the actual scan stone on a CT is not one slice.

11:25

We scan over a region of length, anatomy, chest, abdomen,

11:29

head, everything in order to accommodate the exposure

11:33

to the body we need to ac we use the term called DLP

11:37

dose length product and the unit is milli gray centimeters.

11:42

Very important. Therefore between the two of them here

11:46

if you everything keeping same,

11:49

the CTDI will be the same in both the cases.

11:51

Whereas here the patient is twice scanned twice the length

11:55

therefore that is reflected in the DLP

11:58

and this is very important to estimate the risk to the body

12:02

or stochastic risk and other fall.

12:04

That's why this is DLP

12:07

and the CTDA volume are the two dose metrics in the ct.

12:12

Next question. What is the unit of effective dose in ct?

12:23

Correct and why do we say what is the,

12:26

what are the all the, what is the other things?

12:28

Let's say milli gray

12:29

and milli seaver are the standard international unit.

12:33

However, in the US

12:35

our radiology still are stuck in the older units and

12:39

because of that we some used milli rats

12:41

and Rankin ranking is the unit of exposure.

12:46

RAD is the unit of observed dose that is the same

12:49

as milli gray and milli seaver is the unit

12:52

of effective dose in ct.

12:54

What is effective dose?

12:56

Effective dose is a terminology we use

12:59

to estimate the risk to the whole body from exposure

13:04

to any part of the body

13:05

and there's a whole sort of calculation we do

13:08

and I think probably in my radiation protection review

13:11

class I'll go into the details.

13:13

Okay, the other thing is like in order

13:16

to calculate those affected dose is a very complicated way

13:19

but for simplicity we also have

13:22

what is called a dose coefficients, RAK factors in CT

13:27

and there they are published by various groups

13:30

and this is the K factors we currently use.

13:34

As you can see here, you simply take the DLP from the

13:37

export, from the scanner, from every study.

13:41

Now and according to the international standard,

13:44

every CT scanner, every patient scan will include

13:48

or display DLP and CTDI volume used.

13:53

Now you can take the K factor

13:55

and multiply to get an effect dose value.

13:58

So why is effect dose important If you're communicating

14:01

with patient about the risk about radiation risk

14:04

and you want to compare the risk to other type of radiation

14:08

exposure, the effective dose terminology

14:11

is useful to do that.

14:13

So I can explain to my patient

14:15

what seven milli CT really means.

14:17

It's like the annual radiation exposure

14:20

to US population from natural background radiation is three

14:23

milli ct so

14:24

therefore I can say your particular CT got is into about two

14:29

years worth of natural background radiation.

14:32

So this gives us an conversation, a point of conversation

14:36

or communication to our patient.

14:39

So this is how one example of a CT information,

14:42

dose information saved with each patient.

14:45

Here's an example of a screenshot of a Siemens scanner.

14:50

I would advise you to take a look if you're reading any CT

14:53

images next few days, look at any of the CT vendor.

14:56

One of the image in a patient study will be dose page

15:00

and it'll be something like this

15:02

and it basically tells

15:04

what technique was utilized in the scan

15:07

and what CTD volume was imp uh that relates to

15:11

and what DLP using this weakened compute effect two dose

15:16

and then compare and so forth.

15:17

That is the idea behind this one.

15:21

So here's the next question.

15:24

An MDCT protocol has beam width of one point 16 millimeter

15:29

and a table movement of 24 millimeter per rotation.

15:33

What is the pitch?

15:41

The pitch is 1.5 majority has said that's correct.

15:46

I think your preparation is going very well. Thank you.

15:48

And so that the formulation is pitch is table feed divided

15:53

by beam width and the concept

15:55

of pitch only applies when you're doing a helical scan.

15:58

Helical scan is when the table is transported

16:01

and you're still collect

16:02

and the XLE tube goes around and round.

16:05

So at any one plane the images,

16:07

there's always a heli created like a slinky in and out.

16:11

If you collapse the slinky there's a lot more overlap.

16:14

If we extend the slinky there's a lot of gap

16:17

and that's what pitch it goes to.

16:18

1.5. What does it mean?

16:21

We have a relationship between the pitch

16:23

and the radiation dose to the patient

16:25

and that is related as follows.

16:27

The radiation dose is inversely proportionate

16:31

to pitch value, which means if the pitch is greater than

16:34

one, the radiation will be less than one.

16:37

If the pitch is less than one,

16:39

the radiation dose will be higher.

16:42

So concept while conceptually you can think as follows,

16:46

if a pitch equals one means

16:49

you are scanning the patient continuously

16:51

without leaving any anatomical gap.

16:54

It's like if like aligning a Lego table, Lego blocks one

16:58

after the other, there is no air gap that's equal

17:01

to pitch equal to one.

17:03

If a pitch greater than one as in the formulation

17:06

of 1.5 means the table is traveling faster than the

17:11

and than the beam width.

17:13

Because of that there is a gap which that means there is a,

17:17

there is some part of the anatomy is safe is not radiated,

17:22

therefore the patient dose will become lesser

17:25

and then you can one minute ask why don't we,

17:29

how far can you push this linky out the, there is some point

17:33

where the, the way the images are reconstructed is

17:37

what we call it as the image requests

17:39

all to be in one plane.

17:41

In order to do that the data from the helix is interpolated,

17:46

it's called interpolation algorithms.

17:49

In order for the accuracy of the interpolation algorithm,

17:52

the pitch can go as high as 1.4

17:56

or 1.45.

17:58

Not beyond that, that's when the inaccuracy sets in

18:01

and we don't use a pitch less than one means

18:05

you are overlapping the anatomy

18:08

and that's why the radiation dose will be higher.

18:11

Generally in abdominal CT we can go a pitch greater than one

18:16

because there is a lot of this organ are not moving

18:19

so much whereas in cardiac ct,

18:22

since the heart is moving beating so fast we need to overlap

18:27

or we scan that same area because of that.

18:30

The pitch is the the in the protocol we use a pitch of one.

18:34

So conceptually equals one means there is no anatomical gap.

18:39

A pitch greater than one means there is a gap

18:41

therefore there is a radiation dose saving

18:43

and a pitch less than one means there's a overlapping,

18:46

therefore the radiation dose is higher.

18:48

That's the idea behind it.

18:51

We have, in order to accommodate the pitch,

18:54

we introduce a term called CTDI volume.

18:58

This is basically the CTDI weighted divided by the pitch.

19:02

In fact now the CTDA volume, the unit is also milli gray

19:06

and the DLP are the two main dose descriptors in ct.

19:12

What happens during CT fluoroscopy?

19:21

Okay, I see the answer all over the place here

19:25

and I'm not sure how many of you have done CT fluoroscopy.

19:29

On the other hand these days you may be involved

19:32

what is called a CT biopsy.

19:34

I know more and more radiologists

19:36

or interventional radiologists are involved in CT biopsy

19:39

which means at that time the table is kept stationary while

19:43

the tube moves continuously.

19:46

For example, if you're trying to insert a tube

19:48

to do a biopsy and you're injecting inserting the tube in a,

19:53

so you want to make sure whether the payer you are

19:55

injecting, uh, you are pinning is entering the right region,

20:00

you scan and get an images quickly and see

20:03

and then move the needle in the right position

20:05

and that is the purpose of the CT fluoroscopy.

20:07

There the table is kept stationary while the tube moves

20:11

continuously and create generates images

20:14

and you can see how the needle is inserted

20:17

to get the biopsy, the tissue and so forth.

20:19

That's the idea of the CT fluoroscopy

20:22

and this is the only type where the radiologist

20:26

or the interventional fluoroscopist are inside a CT scanner

20:31

every other time everybody's outside the CT scanner.

20:35

Therefore in CT fluoroscopy radiation protection

20:38

also becomes very critical.

20:40

That's why you're seeing them everybody wearing lead

20:43

and also lead apron

20:44

and also monitored by the radiation batch and so forth.

20:49

Next question. Low radiation dose CT studies

20:53

yield higher image noise.

20:56

What type of exams are relatively acceptable

20:59

with high image noise?

21:08

Okay, lung scan, abdominal scan

21:11

and the correct answer is lung cat lung scan.

21:15

The reason is like the lung structure

21:18

or the nodules can be seen even when the background is noisy

21:24

and that's the rational behind why we use a low dose CT

21:29

as a way to do the lung cancer screening.

21:33

In fact, the lung cancer screening right now is defined

21:38

in the clinic to set the protocol such that the CTDI volume

21:43

does not exceed three milligram.

21:45

The reason is like the the,

21:47

the effective dose from the low dose CT screening should be

21:51

almost same as the mammography screening program.

21:54

That's the rational behind it

21:56

and with the hope that lung cancer screening will become

22:00

universally accepted

22:01

for asymptomatic subject right now it's very much defined

22:05

patient graphic especially for smokers,

22:09

somebody more than 55 years and they can scan

22:12

and detect this lung cancer

22:14

and there is also definition that's why we can get away

22:17

with the noisy image in terms of the lung scans,

22:21

not in other type of scans.

22:27

Which factor contributes the most surface radiation dose

22:31

to breast during chest CT scan?

22:41

Okay, actually it is interesting

22:44

because the answer is, let me come back here.

22:47

The answer is low tube voltage.

22:49

This is reflecting back to radiography and fluoroscopy.

22:52

Lower the tube voltage means more radiation does not

22:55

penetrate and they deposit more energy on the surface

22:59

and that can provide more dose to the breast.

23:01

Now the other question regarding slice thickness thinner

23:04

slice can contribute patient size can also begin the

23:08

patient size larger.

23:10

The patient size automatically required more dose

23:12

and reconstruction algorithm does not

23:14

because this is basically a a post-processing technique,

23:19

it does not have any impact on the way we acquire the image.

23:22

So the correct answer is low tube voltage.

23:28

What does tube current modulation reference to to

23:38

tube output changes?

23:40

As it rotates the answer is correct.

23:44

Tube output changes as it rotates,

23:46

which means the tube current is changes

23:49

as it goes around it.

23:51

So now next other question I want to follow

23:54

before I explain about the modulation

23:56

here is another question regarding cardiac CT compared

24:00

to retrospective ECG gated scans,

24:03

prospective ECG triggered scans yield dash dose,

24:14

okay, um, I'm glad majority are right right answer

24:18

but again it can be a tricky, a tricky way

24:21

or we can pick one of the other one

24:23

but I hope you understand what cardiac CT is

24:26

and what are the two different type of trans scanning is.

24:29

Now let me come back to what is, oh, one more question

24:33

generally on what basis

24:36

does the automatic tube current modulation

24:39

varies the tube current in CT

24:47

patient thickness body size,

24:49

correct The answer is patient thickness.

24:53

Now let me spend some time on

24:54

what dose modulation is this is

24:56

because this is an important concept which has now kind

24:59

of become a defacto standard while we are

25:02

doing a CT protocol.

25:04

When you say tube, current dose modulation means we are

25:07

changing the tube current as the scanner is acquiring data

25:12

rotating around the patient.

25:14

There are two type of dose modulation.

25:16

One is called the spatial dose modulation which is

25:20

what generally every radiologist will tell you

25:23

because radiologists who doesn't do cardiac CT

25:26

only are aware of the spatial dose modulation which applies

25:30

to body protocol.

25:32

CT had everything whereas cardiac, if you talk

25:35

to a cardiologist

25:36

or a cardiologist who does cardiac ct,

25:39

they would not know spatial dose modulation

25:41

but they will only know what is temporal dose modulation

25:45

and that is what is used in cardiac protocol.

25:48

Now let me explain why we had to do this one.

25:51

Prior to the dose modulation we were acquiring the same

25:56

output of x-rays that tube current was used while going

25:59

around the patient even though assuming

26:02

the patient is circular.

26:04

In general the patient is more like elliptical

26:07

therefore you don't need the same tube current

26:10

to penetrate this thin portion of the body compared

26:13

to the thicker portion of the body.

26:16

That principle what utilized in by various vendor

26:19

to fine tune their x-ray tubes such that it'll

26:23

automatically change the tube current while acquiring the

26:27

thicker portion and lowering around the thin portion.

26:31

And that's done because every CT scan a scout image taken

26:36

also called as a topographic image.

26:38

When they do that they can automatically scanner can sense

26:42

the patient thickness to some extent.

26:44

Therefore the two type

26:46

of modulation is one is called the spatial modulation.

26:49

This is based on modulating the tube current,

26:52

a different spatial projection

26:55

and this is how it is mostly used in p body CT protocol.

26:59

In fact now if if somebody is doing a CT without dose

27:03

modulation, they're not doing it correctly.

27:06

Optimally every CT scanner should automatically do the dose

27:10

tube current dose modulation.

27:13

Now here is the plan. In the past when we did not had the

27:17

um, when the dose modulation for a for a chest CT

27:21

or a abdominal ct, the tube current was set constant

27:25

and it scanned it utilized the same tube

27:27

current through the whole thing.

27:29

Whereas ideally

27:30

for a certain image quality you don't need the same tube

27:33

current around the thin area which is the lung area which a

27:37

lot of air or

27:38

around the abdominal area compared to the shoulder area.

27:42

So the scanner will automatically modulate the tube current

27:46

which automatically protects or optimize the dose

27:49

and reduces the dose overall to the patient.

27:52

In cardiac cts even more trickier there we don't change

27:56

based on the patient thickness,

27:58

we change the tube current based on the location

28:01

of R to R cycle.

28:03

For example in this sec this is why R

28:06

to R peak the area which we need data to collect

28:10

to create a cardiac CT image is the best area is the

28:14

diastolic area which is the quant part

28:16

of the car or the heart cycle.

28:19

Earlier in the retrospective gated helical scanning we used

28:23

to acquire data through multiple heartbeats

28:25

without changing anything.

28:27

That's why the retrospective gated helical scan

28:31

resulted in a higher patient dose.

28:33

When you use the temporal dose modulation,

28:36

we lower the tube current around the systolic area,

28:39

therefore all the wide space you see in this drawing is

28:43

actually the radiation dose saving.

28:46

Now the other part which is the, which most

28:48

of you answered correctly, the

28:50

prospect you triggering axi scan.

28:53

Instead of acquiring data through multiple heartbeat,

28:56

the scanner will wait

28:58

and collect only the diastolic area part

29:01

and then waits until the heartbeat is ques

29:04

and collects then the next location

29:06

and next location and so forth.

29:08

Therefore, the prospect triggering method

29:11

is much lower dose than retro respirating now come

29:15

to the most advanced scanner such as the dual energy CT

29:18

or the photon counting or the three 20 detector CT which we

29:22

have uh from Canon and the Siemens and uh Bernard from Canon

29:26

and also from Phillips and ge.

29:29

You don't need to scan multiple heartbeat,

29:32

you can only scan in one heartbeat.

29:35

So therefore the advancement in technology

29:38

and the way we do has lowered the radiation dose quite

29:42

remarkably over the past 15 years

29:44

and now we are at this stage doing a much lower dose

29:48

for cardiac CT and geography procedure.

29:52

Next question, what slice thickness is preferred

29:55

by radiologist to observe subtle bones fracture?

30:06

The correct answer is the thinnest slice possible 0.625

30:10

is what among the choice.

30:12

The reason is we want very high spatial resolution in the

30:16

images to create this bone

30:18

to subtly diagnose this bone structure

30:20

and that is one of the driving factor in a multi detector CT

30:25

to become thinner and thinner ISIS

30:27

or the thinner and thinner detector.

30:29

Therefore, when we reconstruct the image in the coronal

30:32

or sagittal or anything, we have what is called

30:36

as a isotropic spatial resolution and that is possible

30:39

because of the thinner strain

30:41

and that will allow to to diagnose much easier

30:45

the subtle bone fracture.

30:47

Next question. Which

30:52

of the following changes will reduce noise in ct?

31:01

Okay, so basically you're telling is like slice,

31:04

the correct answer is slice thickness from 1.525

31:08

to five, let me go back here.

31:10

So why is that important?

31:12

Because when we have very thin slice, less number

31:16

of x-ray photon are contributing to the image

31:19

therefore the image become very noisier.

31:21

So when the noisier image means there is a trade off

31:24

thinner, the slice means higher spatial resolution,

31:27

it's good for our LER bone fracture

31:29

but the image noise can be too much.

31:31

You might miss some low contrast object.

31:34

That's why we can reconstruct the same thin slices into

31:37

thicker slice to reduce the image noise

31:40

and that's what we do with this.

31:41

These other factor do not count directly to the irre noise,

31:45

noise, image noise

31:47

but tube current will definitely not reduce actually

31:49

it'll increase the tube noise.

31:51

Uh, increase the noise

31:53

because the lower the tube current means more image noise.

31:56

So that is not the right answer.

31:58

So just think through this, this type of question what

32:02

that each of these parameter impacts

32:04

and that's what it helps.

32:07

What is the primary motive

32:09

for utilizing iterary reconstruction in ct?

32:19

Yes, the primary motive

32:21

for utilizing iterative reconstruction is

32:23

to decrease image noise, which means it allows us

32:27

to acquire the image at a very low technique means at a low

32:32

radiation dose to the patient

32:33

and which the images are very noisy.

32:36

Then we use iterative reconstruction

32:38

to improve the image noise and reduce the image noise.

32:41

This particular publication I cited here is um,

32:44

freely available on radiology.

32:46

There we go and discuss majority

32:48

of the things which involved with CT and how I do it.

32:51

Article managing radiation dose in ct.

32:54

I welcome anybody to take a look at it.

32:56

So now iterative reconstruction are now being replaced by

33:00

what is called a deep learning algorithm like ai.

33:03

So we are using increasingly using more

33:05

and more AI to reduce the image noise

33:08

but we also have to be careful

33:10

we cannot get a CT image without any x-rays.

33:15

So you can't keep reducing all the way down

33:18

until we are gonna use deep uh AI to create an image

33:22

actually that can create a lot more nuisance to the image.

33:25

There are studies which showed if you reduce the dose too

33:29

much uh or the tube current too much

33:31

or the radiation dose too much

33:32

and then trying to correct it by using

33:35

iterative reconstruction

33:36

or the deep learning algorithm it actually create more

33:40

of false low contrast object in the

33:43

image and there is a trade off.

33:44

That's why I think this is already I seen

33:49

that which slice thickness is preferred

33:51

to visualize subtle bone fracturing in ct.

33:54

I think this is a repeat question so let me go

33:56

and skip this one now.

33:59

What are the typical range of tube voltages used in ct?

34:09

Correct, I'm glad.

34:11

I also would encourage you when you're doing a reading,

34:14

reading a CT image of a patient,

34:16

take a look at the technique being used there.

34:18

It'll tell you so nowadays that typically we have range

34:23

of 80 to one 40 kv.

34:25

Now some of the advanced scanner they also calibrated

34:27

to 70 also

34:29

but historically 90% of all the CT protocol

34:34

uses one 20 kv.

34:36

And you may ask why

34:38

because the reason is like the energy created

34:41

by 1 22 voltage x-ray two x-rays are quite sufficient

34:46

to penetrate even the thick portion of the body

34:49

of an average patient and also thin patient of the body.

34:53

Because of that sometime in the patient is really obese,

34:56

we jack up go up to one 40

34:59

these days when the patients have thinner pediatric cases

35:03

there is no point in doing it one 20 we can go down to 100

35:08

or 180 which has a double advantage of reducing the dose

35:13

and also improving the image contrast.

35:15

So that is the range but

35:17

otherwise there is also some of the scanners now do

35:20

what is called a tube voltage modulation.

35:23

They don't do tube current modulation exactly like a tube

35:27

current modulation but the scanner can suggest

35:30

based on the scout image what tube voltage to use.

35:34

If you don't like you can always override as that is.

35:37

We call it Siemens, we call it care kv.

35:39

Different vendors call different names

35:41

that is also available.

35:42

Now how does radiation dose

35:47

in CT varies with tube current?

35:57

The answer is correct.

35:59

Um, or hold on a second is linear.

36:04

So the radiation dose in patient varies

36:08

linearly with tube current.

36:10

This is an important factor in fact for this reason I wanted

36:13

to, this is another example

36:14

before I want to explain some aspect.

36:17

What scan technique improves temporal resolution in cardiac

36:29

so it's all over the place.

36:30

I'll come back to this one detail.

36:32

So now let me see, it's,

36:34

it's actually the faster ganter rotation is

36:37

what will improve the temporal resolution.

36:40

Okay, now I have this question. So what is scan time?

36:45

Scan time means the amount of time an x-ray tube needs to go

36:48

around takes to go around the subject between 360 degrees.

36:53

That's called scan time.

36:55

Sometime when people mistake scan time

36:57

to the overall CT scan scan study time,

37:00

but this is how it's defined.

37:02

There are three type of scan time in a protocol in a city

37:07

when when the tube is turned on

37:10

complete 360 degree collecting data,

37:13

that's called full rotation time

37:16

and that is what is drive the technology now

37:18

to commit faster and faster the advanced scanner.

37:22

Now can you can the scan time can be less than

37:27

300 millisecond.

37:29

That is 0.3 second by 0.3 second the x-ray tube goes

37:33

around the subject 360 degree rotation

37:36

and that's so typically done

37:39

the temporal resolution is defined as the the capability

37:43

to freeze the motion on how faster you can go

37:47

to collect the data in radiography.

37:50

For example, the scan time can be 10 millisecond,

37:54

you snap take a snapshot X-rays then

37:56

because of that in temporal resolution is highest in

38:00

radiography but radiography doesn't provide the value as ct.

38:04

But in CT the temporal resolution is defined by the rot.

38:09

The data collected rotation time

38:11

so the best temporal resolution

38:13

to get a temp best resolution with one x-ray tube ct you can

38:18

actually get away with only half the rotation,

38:21

which means partial scan time.

38:24

That is, that is the minimum data you require

38:27

to reconstruct the image.

38:29

Therefore the partial scan time is the best temporal

38:33

solution you can acquire in any C CT scanner.

38:36

So if you happen to, if you're buying a CT scanner let's say

38:39

and you're interested in temporal resolution, you can ask

38:42

how fast is the gait rotation time In a scanner they say 300

38:46

millisecond means the best temporal resolution you can get

38:49

is half of that, about 170 hundred 50 millisecond.

38:54

Now one vendor inserted two x-ray tube,

38:57

it's called the dual source IT scanner

39:00

and be the reason why they did is in

39:03

to enhance the temporal resolution even further.

39:06

Now with the dual energy dual source it you can

39:10

actually collect the data from one quarter

39:13

of the rotation time

39:14

and combined with the other quarter of the rotation time

39:17

and reconstruct animation.

39:19

Therefore with this type of setup

39:22

that the best temporal resolution is one fourth

39:24

of the canty rotation time.

39:26

The reason why they did is like they want

39:28

to capture the heart as fast as possible

39:31

and in past one

39:33

of the technological advances in CT was driving

39:36

to acquire the scan as fast as possible

39:39

and eventually they came up with two tubes.

39:42

There are also other plans on the drawing

39:44

to have three tubes and that has not become possible yet

39:47

but that is a concept like a concept car.

39:50

It's in the concept tubes area.

39:53

Now this one slide I like to show this slide

39:57

because this will tell you what are the scanned parameter

40:02

in CT which impact both radiation dose

40:05

and image quality in ct.

40:07

I like to compare this like

40:08

for a chf we have different ingredients.

40:11

What are the primary ingredients, secondary ingredients

40:14

and how you mix

40:15

and match the ingredient by the CHF will create a dish

40:19

and the quality of the dish.

40:20

Depending on how you integrate

40:22

or mix these ingredients, you can think

40:25

of the same analogy for ct.

40:27

Also how you utilize these parameter will impact

40:31

of the quality of the image of the CT coming out

40:34

among them the most primary factors are these three,

40:38

these five which is important.

40:40

I would encourage all of you to understand what each

40:43

of these factors imply

40:45

because that has an impact both on the impact quality

40:50

but also on the patient dose.

40:52

As you already said, tube current is varies linearly

40:55

with patient I uh, radiation dose.

40:58

If you increase the tube current radiation dose is higher,

41:02

image quality is also higher,

41:04

but if the tube current is lower, radiation is lower

41:07

but the image noise can be higher so there is a trade off.

41:10

So these are primary factor scan time only applies

41:14

for cardiac ct, which you already answered.

41:17

The prospect triggering method is much lower dose than the

41:20

retrospective ECG getting.

41:23

These secondary factors are post-processing,

41:27

the data is already acquired, the the radiation exposure

41:29

to the patient is already done.

41:31

Now you can reconstruct into slice thickness, thinner slice

41:35

for better spatial resolution, thicker slice

41:38

for better image, lower image noise and so forth.

41:42

The other factors are something which we don't have control

41:45

and one of them is the training

41:46

and experience which we can we insist on the training

41:50

and experience of the radiologist or the, or the technology.

41:53

So how they use the scanner.

41:55

So now the question is what is the effect of lowering

42:00

KVP or two voltage on radiation dose when all other scan

42:05

parameters remain unchanged,

42:14

decrease increase.

42:15

This is like taking a coin and flipping.

42:17

So majority I said decrease is good,

42:19

how does it decrease is an important factor tube current

42:24

impact linearly whereas tube voltage has a different

42:27

relationship and that relationship is as follows.

42:31

If you decrease the tube voltage significantly,

42:35

it reduces dose typically in the ratio of KV square.

42:40

So here is example for a one 20 kv,

42:43

let's say the effective dose

42:45

of a particular protocol is 1.6 milli going down

42:49

to a hundred kv it went down by 60%.

42:53

If you go down to 80 kv it goes almost half of this one.

42:57

So what I'm trying to convey here is like the relationship

43:01

of the two voltage and the patient dose is lot more

43:04

complicated and it's not linear but even more KV square.

43:10

That's why by for patients of small size a thin slice,

43:14

if we go from one 20 to 100

43:17

it not only increase the image quality

43:19

but also reduce the radiation dose quite remarkably.

43:23

And that's what is process in the process

43:25

of dose optimization of the protocol implies.

43:29

So KBS goes down, dose also goes down,

43:32

but it's more like KB square

43:34

and we are for approximation we use a KB square

43:37

but it actually it's KV to the power

43:39

of NN can change from 1.8 to 2.4.

43:43

Since we are not arguing with another physicist

43:46

for radiologist it's okay for our range to use KB squire,

43:52

which of the following has the least impact on

43:55

the CT image quality?

44:03

That's correct. The quality

44:05

of the display monitor does not matter

44:07

because whereas the focal spot max ma ma matters a lot

44:11

because that will impact on the image quality plus the

44:14

spatial resolution and so, so forth.

44:16

But quality of the display monitor does not matter.

44:19

It'll look bad but you can always use a different

44:21

quality display monitor.

44:23

But the CT image quality is inherently dependent,

44:26

is not dependent on the quality

44:27

of the image display monitor.

44:30

Now before I end there, a couple

44:32

of FA fundamental factors I want to share with you.

44:35

One is if you look at the CT gantry, the PA

44:39

and sometime you may have seen the images

44:41

with the shoulder cutoff.

44:43

Why is the shoulder or the pelvic uh,

44:45

the uh, pelvis area cutoff?

44:47

Because we have what is called as a reconstruction

44:52

MA maximum sampling region.

44:55

It is a little bit less than the actual gantry.

44:58

That's why we can push a, a large patient in

45:01

and out of the gantry.

45:03

But when it comes to images, the shoulder can be chopped off

45:06

because the image reconstruction is validated up to

45:10

what is called the sampling region.

45:12

And that's typically, sorry,

45:14

that's typically 50 centimeter in diameter

45:18

and the blue scan is called the user defined scan field

45:22

of view and

45:23

and that will also impact on the display of the images.

45:27

So if you look in the, if you imagine a pet CT images,

45:31

if you look at the pet CT images where we do the CT portion

45:34

for aian correction, the images are reconstructed

45:38

with one field of view.

45:39

Because of that the head looks

45:41

so small whereas the body is accommodated.

45:44

Whereas if you look at the head ct, the display is almost,

45:48

the head is very big

45:49

because that is impacted

45:50

by the user defined display field of field.

45:54

So nowadays the table can withstand quite a weight.

45:58

Uh, they are, they're quoted almost as much

46:00

as 500 point patient.

46:02

The cant reopening is about 70 centimeter and so forth.

46:06

Let me go to the next question

46:07

before we end this session to answer the questions.

46:11

What is the main advantage of lowering the tube voltage

46:14

in cardiac CT for small patient?

46:23

The answer is correct reduces radiation dose.

46:26

So that's the idea, especially for the tube current.

46:29

So one more question.

46:32

What is the primary source of exposure

46:34

to fetus when a pregnant patient undergo head ct?

46:45

That's also correct, internal scatter radiation,

46:48

not the external scatter radiation

46:49

but the internal scatter radiation.

46:51

This is a very important practical question whether you are

46:55

taking the exam or past

46:57

after finishing if you're forgetting.

46:59

But this is important. The reason is there is

47:02

so much misunderstanding about radiation

47:05

because of that you may face other physician in the

47:08

hospital, um,

47:09

alarming the pregnant patient if they're a asked

47:12

to get a CT scan of a head or chest CT

47:15

because they're worried about the radiation going

47:18

to impact the per fetus, the fetus is impacted

47:21

or at least get exposed to radiation

47:24

only when you do an abdominal or pelvic abdominal

47:27

or pelvic CT where the fetus is directly

47:30

that impacted by the primary radiation.

47:33

Even in that case

47:34

what we have just shown is like if the benefit

47:37

to the patient is very great, it's okay to do a CT

47:41

and the CT to the fetus dose is much lesser than what

47:44

what we use it as a landmark to be concerned about.

47:48

Therefore the interal scatter radiation get absorbed

47:52

therefore from the head ct,

47:54

the inal scatter radiation almost does not reach the fetus,

47:57

even the chest C the internet radiation is

48:00

immeasurable to the fetus.

48:01

Therefore, if a pregnant patient is brought into the

48:05

hospital for emergency or scanning, it needs to be done.

48:08

One should not decline CT purely because of radiation,

48:13

but these are important to understand.

48:16

So this is one of my books.

48:19

If somebody is interested in Japanese,

48:21

it's also translated in Japanese.

48:22

In addition, I have a number of podcasts, a very short, uh,

48:27

what is called it a podcast

48:28

or a video cast on variety of topics on ct,

48:33

about 20 of them on this website.

48:35

My colleagues um, run this website.

48:37

Elliot Fishman is a world famous radiologist.

48:40

His website we have put in this couple

48:42

of physics, uh, short one.

48:44

Welcome to take a look at it. Uh, hear it.

48:47

It's a lot of these topics are 15 minutes only for easy.

48:51

So now let me answer some of the question I'm seeing here.

48:55

There are a couple of questions.

48:56

One is for question for question number 13.

48:58

Let me go back to the question number 13.

49:04

Let me, let me see. Question number 13.

49:11

So here's the question which tells decreasing motive

49:14

for utilizing ity.

49:15

Why not decrease? Uh, let me see, what is the question here?

49:19

Forgot here. Lemme see.

49:23

So the question is why not two voltage?

49:27

So if you, if you're talking about question 13, let me see,

49:33

two voltage will not have imp not that that have same impact

49:38

as the um, uh,

49:41

the reducing dose from going from one 20 to 80.

49:44

In fact, that is only going to impact

49:46

dec they in decrease the radiation dose

49:49

but not the image noise.

49:51

So that's why there is a choice.

49:53

Um, the other question asked is like will increased tube

49:57

current increases or decreased

49:58

of increasing the tube current decreases the image noise.

50:02

They go in opposite.

50:04

Imagine if you're taking a portrait of your face, uh,

50:07

with a light less li less light hitting your face

50:10

that usually the portray looks very creamy.

50:13

That is the same analogy for the city.

50:16

More x-ray photon tries to create an image.

50:19

The image noise decreases so they go in opposite direction,

50:22

but the image noise changes by its square root

50:25

of n the peal statistics and

50:27

therefore, um, so there is 1D tube,

50:32

current tube current going from two 50

50:37

to 100 will actually increase the noise

50:40

but not the reduced dance.

50:41

So therefore the D will not be current.

50:44

It's only the point B is if I told increased it'll

50:49

it'll not reduce dose.

50:50

Actually it'll increase the dose if you

50:52

go down the tube correct.

50:53

So that's why I said D is not the correct.

50:56

Wouldn't lowering KV cost less penetration

50:59

therefore more dose deposit in the patient?

51:02

That's correct. Generally KV going

51:04

down will less penetration.

51:06

However, depending on the patient size,

51:08

if the patient size is small

51:10

or a pediatric space, you don't need the same amount

51:13

of penetration, therefore you can go down in KV

51:17

and that will actually decrease the patient dose,

51:19

but also now decrease the patient dose plus it's also

51:23

increases the image contrast.

51:25

That is the tradeoff we have in the radiography

51:27

or in x-ray lowering tube voltage means higher image

51:31

contrast, especially if you're giving a contrast

51:34

to the patient iod, in contrast there's a KKH around 70

51:38

to 80 KP.

51:40

Therefore if you lower the tube voltage to a hundred

51:42

or 80 kv, we are going

51:44

to gain the image quality plus the radiation dose in case

51:48

this is the only opportunity where you have

51:50

twice the victory of going down in the K voltage.

51:55

How to improve image quality in patient

51:57

with corona STR stents.

51:59

So this is this, the question can be thought

52:02

of like this one is corona coronary stents can cause lot

52:06

of blooming blooming artifacts.

52:08

When you do blooming artifact, the the structure around

52:11

that becomes almost impossible to penetrate because of that.

52:15

Now there are some, uh,

52:16

metal art blooming artifact reduction softwares are

52:19

available that can improve image quality,

52:22

but nowadays we are seeing the photon counting C can be even

52:26

better in terms of reducing this, uh, uh, uh,

52:29

this blooming artifact thereby improving the corona stents.

52:33

There is some excellent publication showing the advantage,

52:36

the photon counting city

52:37

or coronary stent, which will also have a long-term impact

52:41

on the way we are going to treat coronary

52:43

diseases in the future.

52:46

The other question is can you please comment

52:48

on DLS and the use?

52:51

I'm glad you asked that. DRL stand

52:53

for diagnostic reference level.

52:55

The idea here is like you want to create a DRL

52:59

for a particular population to see so

53:02

that you can compare your procedures, your clinic to

53:06

that particular d, r and C, whether your doses

53:09

to the patient are higher.

53:11

The way the DRLs are calculated is we had to collect lot

53:14

of patient data and then averages out to create a,

53:19

create a difference level.

53:21

And the point is like if you compare your protocol dose

53:25

to the DRLs, it has to be less than 75 percentile.

53:29

It is used as a more like a quality control tool

53:32

in the us For example, American College of Radiology has

53:36

what is called as a dose index registry.

53:38

They have, they have millions of data point from thousands

53:43

of centers in the US who send their data

53:46

to the ACR r dose index registry

53:48

because they have millions of data points.

53:50

Now they have, they have published DLS for, for most

53:55

of the 10 most common adult protocol

53:58

and 10 most common pediatric protocol which is

54:01

published in radiology.

54:03

And those publication are freely available. Check it out.

54:06

The other cautious point

54:08

of DLS is like you cannot apply the same DRL from one

54:12

patient population to another population.

54:14

I'll tell you why. For example,

54:15

unfortunately in the US the obesity is very high,

54:18

therefore our DLS numbers as X amount let's say.

54:22

And if it's apply the same thing

54:24

to a southeastern population

54:26

where the average patient size is much lesser.

54:30

So there the the dose, you don't need the same dls,

54:33

same amount of dls, it, you need much lower dose

54:36

to get the same image quality.

54:38

So you have to be cautious of comparing the DS

54:41

of one region to another region.

54:43

All those things are,

54:44

but in general the DLS are very useful

54:47

for quality control purposes

54:48

and you can rectify that's

54:51

what those index registry is providing

54:52

for the, for the client.

54:54

If you are participating in the DS dose index registry,

54:57

you send the data to their A CR

55:00

and they will send you a report telling like

55:02

what is your protocols resulting patient dose

55:05

and how does it compare to the local, regional

55:09

or national reference.

55:11

And then you can correct your protocol

55:13

to see whether do you have to do the same level or not.

55:16

That is the purpose of it. Any other question?

55:24

I know the, that's a good question.

55:26

I know I, I fight all the time with, uh,

55:29

my colleagues in Australia, Europe,

55:31

outside the us The point is like they have misconception

55:35

that DLS is like a, we had to strive

55:38

to go down in the dls.

55:40

In fact, I'll tell you one thing in fact in the A CR when

55:43

they start the um, accreditation,

55:45

in the beginning we were all involved.

55:47

The DLS was the pass fail criteria for a CR CT accreditation

55:52

of the head was set a certain level,

55:56

every site started failing.

55:57

So we had to increase it

55:58

because the image quality was not sufficient.

56:01

So the DLS should not be a driving force

56:04

to go down rather than should be used as a quality measure

56:08

and then adjusted according to the image quality.

56:11

Unfortunately a lot of the country uses dls.

56:14

We thought that actually the best d its best concept is

56:19

clinical reference level should be set up.

56:21

We don't have it. So DLS are easy to set,

56:24

use the phantom bunch

56:26

of physicists set up phantom measure some of these protocol,

56:29

let's say just CT and they can set a DRL.

56:32

Then they will the other parties who are not involved

56:35

with CTR who doesn't know the clinical value,

56:38

they will start using to drive the demand.

56:42

This clinic to lower down

56:44

what they're doing in terms is like they're lowering down

56:47

and that can impact the image quality

56:50

and that can lead to misdiagnosis.

56:52

That can actually do a disservice to the patient.

56:56

Unfortunately the radiation phobia you guys

56:58

and we all had to join hands to fight against this one.

57:02

You had to say we had to acknowledge DR S as its use,

57:06

but it has also has its limitation

57:09

and we had to be very careful on how we utilize DRS

57:12

and I have that constant battle

57:14

and that's what this uh, JAMMA paper which came out today,

57:17

it appears so scare scaremongering.

57:19

Basically the paper is

57:21

and we know the data, we have it utilize it, we know that.

57:23

And, and we have also published on the world report

57:27

and also US report, which they cite,

57:30

but they don't, don't, don't tell the benefit.

57:32

And we, you, we tell in our press release the NCRP report,

57:36

which I was a co-chair published after 10 years

57:40

after the previous report, which I was a committee member,

57:42

we clearly showed in the last 10 years in the US the number

57:46

of CT procedure have increased by 20%

57:49

but the dose has gone down by 20%.

57:51

What does it tell? It tells basically

57:53

what we are doing is right

57:55

and the optimization is important.

57:57

Justification important. So it's going down.

58:00

So maybe the oiss are right.

58:03

I don't know what is that, what is

58:04

that question or is it re comment?

58:06

I'm not sure what it is. I don't want to uh,

58:09

go into the rabbit hole here.

58:11

Does decreasing noise improve image call? Yes.

58:16

That's why for a head ct for example,

58:19

we acquire thin images, thin slice

58:21

to improve for spatial resolution.

58:23

But in order to improve uh, reduce noise, we combine

58:26

to five millimeter immediately.

58:28

Image contrast will create uh, remarkably show up.

58:32

And that's why now with the advanced scanner, the rule

58:36

of thumb is like acquires the thinness slice possible

58:40

and then you can always reconstruct into thicker slices.

58:44

But if you acquire the thicker slices,

58:46

you cannot reconstruct in the thinner slices.

58:49

So the advantage of the advanced advanced CT scanner is

58:52

acquire it as thin as possible.

58:54

That way you can reconstruct

58:56

and create a very nice 3D images

58:58

and you can have a very high spatial resolution,

59:01

but you can also set up a next create dataset

59:04

with a thicker slice thickness

59:05

and make, improve the image, no

59:08

decrease the image noise and so forth.

59:11

Can you touch on the 180 interpretation of the,

59:13

in regard to contrast?

59:14

I, I think I'm running out of time.

59:16

You have to read my book. It is explained very nicely.

59:20

Alright, thank you so, so much Dr.

59:21

Mahesh for a wonderful review.

59:24

And thank you to everyone for participating

59:26

and asking such great questions.

59:29

You can access replays of previous reviews

59:31

by creating a free account.

59:33

Be sure to join us next week, Monday, April 21st with Dr.

59:36

Mahesh again, who will lead us in a physics

59:40

MRI board review.

59:41

You can register for it at the link provided in the chat

59:44

and follow us on social media

59:45

for updates on future meetings.

59:47

Thanks again for learning with us and we'll see you soon.

Report

Faculty

Mahadevappa Mahesh, PhD, FACR, MS, FAAPM, FACMP, FSCCT, FIOMP

Professor of Radiology and Cardiology

Johns Hopkins University School of Medicine

Tags

Vascular Imaging

Pediatrics

Nuclear Medicine

Neuroradiology

Musculoskeletal (MSK)

Interventional

Head and Neck

Genitourinary (GU)

Gastrointestinal (GI)

Chest

Cardiac

Breast

Body