Overall Flashcards
What is an analogue image type?
Photograph film
What are the two types of medical imaging?
Anatomical and functional/physiological
X-ray modalities use photons to measure differences in what?
Attenuation coefficient
When can x-ray radiographs or CT be considered functional imaging?
If the attenuation coefficients can change eg multiple phases
Images can be formed via emission or transmission, what are these and which modalities are they related to?
Emission of information from object to detector eg nuclear medicine
Transmission of information from source through object to detector eg CT
What is the point spread function in an imaging system?
The finite distribution of signal in the image domain after a point source has been imaged
Does an imaging system have a 1:1 ratio of each point in an object to its image or does all parts of an image get contribution from all parts of an object?
The second type, with the amount of contribution varying across the image so most of the contribution goes to the right place
What is it called when the point spread function depends only on the relative displacement of the points in the image and the object?
Shift invariant
What does it mean for a point spread function to be a linear system?
The contribution to the image from any point is proportional to the strength of signal at that point
For linear, shift invariant imaging systems, the image is a convolution of the object with what?
The point spread function (PSF)
What are different measures of spatial resolution (or sharpness)?
Number of details per unit distance (lp/mm), width of the PSF (FWHM), modulation transfer function
What is spatial resolution?
Ability to separate object details within an image
Is the line pair spatial resolution test subjective or objective?
Subjective
Why is the full width half max (FWHM) of the PSF a useful measure of spatial resolution?
Two points need to be at least FWHM distance apart to be seen as two peaks on an image and be resolved
Is spatial frequency the frequency of change per unit distance across an image?
Yes, it is a measure of how often sinusoidal components of the structure repeat per unit of distance.
If the line pairs are closer together on a test object, is this considered low or high spatial frequency and does this have high or low standard deviation?
High and low (eg less variation in signal as harder to resolve)
What is the square wave response as a measure of spatial resolution and what would you expect to see?
It plots a measure of amplitude of variation (eg standard deviation) against spatial frequency. Low frequency = high standard deviation (or modulation) and high frequency = low standard deviation (or modulation) (eg less difference between
objects - harder to resolve)
What is the modulation transfer function?
The ability to transfer contrast at a particular resolution from the object to the image and it is a curve as a function of spatial frequency. Fourier transform of the line spread function.
What modulation transfer points do we usually refer to?
50 or 10
What is aliasing?
The overlapping of frequency components resulting from a sample rate below the Nyquist rate, which creates artefacts and/or distortion
What is the Nyquist frequency, as referred to with aliasing?
The highest frequency that can be coded at a given sampling rate in order to fully reconstruct the signal, and it is half the sampling rate, eg sampling rate needs to be twice the frequency
What is the definition of contrast?
Difference in image signal between a feature in the image and its neighbourhood
What is the minimum detectable contrast?
The contrast level which can be distinguished from noise
What are the two definitions of contrast and their equations?
Michelson (absolute difference between max intensity and min intensity divided by sum of them)
Weber (absolute difference between max intensity and min intensity divided by minimum intensity). Sometimes defined where max intensity = feature and min intensity = background
When is it most useful to use Michelson and Weber contrast?
Michelson = periodic contrast
Weber = localised contrast against uniform background (more clinically relevant)
Does adding background information (eg scatter) increase or decrease contrast?
Decrease
What is the definition of noise?
Variation is measured signal for a constant input signal
What are the two types of noise and what is examples of each?
Systemic (eg structural interference) and random (eg quantum, poisson)
What is the equation for Poisson noise?
The square root of the signal, so an increase in signal increases the noise
Does the signal to noise ratio increase or decrease with increased signal?
Increase
How are contrast, resolution and noise all interrelated?
Resolution defined in terms of relative contrast. Poor contrast = hard to resolve. Contrast for small details degraded by poor resolution. Contrast detectability is noise limited.
What is geometric linearity in relation to image quality and another name for it?
Ability to image without spatial distortion so all point in the object are relatively in the same place in the image. Spatial accuracy
What are the two main methods of image reconstruction?
Filtered back-projection and iterative reconstruction
What is a sinogram in the image reconstruction process?
The 2D array of data of the projections around a cross section of the object in terms of projection angle and position
Simple back projection suffers from what image quality issue and what does this mean?
1/r blurring, where the image cross section is the convolution of the original cross section and the 2D 1/r function, which means the intensity of an imaged point source decreases with increasing distance from its centre
Where is the ‘filter’ applied in filtered back-projection?
Filter before the sinogram is back projected
How is the sinogram used in simple back projection?
Each projection slice on the sinogram is back projected by splitting the intensity of the sinogram slice at each point along the pixels it is aligned with, and this makes a set of lines of equal shade at each point, which is repeated for each projection angle
How does filtered back projection work?
Each projection angle profile is Fourier transformed and an appropriate filter is applied to each k-space profile. The inverse Fourier transform is then performed on each filtered profile and this is then back projected
What are the most common filter types in filtered back projection?
Ramp (Ram-Lak), Shepp-Logan, Cosine, Hamming and Hann
What does the ramp filter look like in k-space and what is a advantage and disadvantage of this?
Linear ‘ramp’ and it reduces the 1/r blurring effect but it also increases high-frequency noise
What solution is there in filtered back projection to reduce the high-frequency noise amplification from the ramp filter?
A filter that decreases the amplification at very high frequencies
Why are filters needed in image reconstruction?
Unfiltered images have high amplitude, low frequency data and little high frequency data
Is there more or less noise when there are more iterations in the iteration reconstruction technique?
More
When does the iterative reconstruction loop end?
When the simulated projections match measured projections
What is Ordered Subset Expectation Maximum (OSEM) in iterative reconstruction?
A subset of projections is used rather than all projections. Compare one subset, adjust estimate, compare next subset etc
Does using OSEM improve or reduce computation time in iterative reconstruction compared to other IR techniques?
Improve
What are the advantages of filtered back projection (FBP) and OSEM IR?
FBP: fast and uses real projection data
OSEM: better image quality
What are the disadvantages of filtered back projection (FBP) and OSEM IR?
FBP: artefacts likely and difficult to model physics
OSEM: computationally expensive and estimates projections not object
Is noise typically high or low spatial frequencies?
High
What do smoothing filters do for images?
Average nearby pixel values and reduce deviation
What is image segmentation?
It is a method of dividing a digital image into segments
What are parametric images?
A pixel in an image contains a calculated parameter (other than the customary parameter), an example of this is time to max value for functional imaging
What are CT numbers and what is there unit?
It is related to the linear attenuation coefficient of a type of tissue or material and Hounsfield units (HU)
Most medical images are digital with how many bits?
16 (2 bytes)
How is the greyscale formed from digital images?
Pixel values are assigned a grey scale
What is image windowing?
The CT image greyscale component of an image is manipulated via the CT numbers and is done via window width and window level
Why is image windowing necessary?
Monitors can display a lot more grey shades and images can contain way more unique values than humans can distinguish, so need to compress information for human ability
What is the window width?
The range of CT numbers that an image contains. How many pixels either side of window level to spread greyscale over and outside these values the pixels are black or white
What is the window level?
Midpoint of the range of the CT numbers displayed
In image windowing, there is a trade-off between visible contrast and what?
Dynamic range
What image features can be affected by viewing conditions and why?
Light and glare can reduce perception of low contrast. Small details affected by viewing distance
What is signal detection theory?
There is a threshold above which an image is classified as positive, above which there may be false positive and below which there may be false negatives. This threshold can be moved to change the amounts of each and is dependent on the individual
What is the Receiver Operator Characteristic (ROC) curve and what would be ideal?
A graph of true positive against false positive, where ideally the area would be 1 (ie only true positives)
What is the difference between x-rays and gamma rays?
X-rays are emitted from processes outside the nucleus (electron shells) and gamma rays originate from inside the nucleus
What are characteristic x-rays?
Electrons moving into different energy states (usually K-shell after its electron has been ejected) and emit photons as they do so with discrete energies
What are alpha and beta characteristic x-rays?
Alpha x-rays occur when an electron from the shell above fills the gap, whilst beta x-rays are from two shells above. There are typically K-alpha, K-beta, L-alpha and L-beta x-rays.
What are bremsstahlung x-rays?
They occur in a spectrum when the electrons decelerate and a photon is emitted to conserve momentum
Where is the primary and secondary beam in the imaging process?
Primary beam is before it interacts with the imaged object and secondary beam is what has come out after the imaged object, which will then hit the detector
What is the basic premise of an x-ray tube?
A cathode and anode sealed within a vacuum
Why does an x-ray tube contain a vacuum?
The electrons are not stopped along the way from the cathode to anode
Why is there a copper stem attached to the target in an x-ray tube?
To get rid of the heat as it has high conduction
Where is the x-ray window in an x-ray tube and why?
X-rays are produced predominantly 90 degrees from the anode
What contains the vacuum in the x-ray tube?
The glass envelope
What is the source of the electrons in an x-ray tube and how?
The cathode, which is a heated filament, and this produced electrons via thermionic emission
What is the cathode typically made of in an x-ray tube and what is its melting point?
Tungsten and 3400 degrees
What is a focusing cup in an x-ray tube and what does it do?
It is a negatively charged, shallow depression on the surface of the cathode to concentrate the electron beam towards the focal spot on the anode
Is the anode positively or negatively charged?
Positive
What is the efficiency of the anode to create x-rays?
Less than 1%
How do we prevent heating of the x-ray tube?
High melting point of target, high thermal conduction (moves heat away from focal spot), larger focal spot and larger anode to conduct heat to
What is the anode typically made of?
Tungsten (set in copper), can also be copper or molybdenum depending on what energies are required
Why is the anode angled in an x-ray tube?
Smaller effective focal spot (out of window) with a larger actual focal spot and this equals higher heat dissipation
Why do we spin the anode in an x-ray tube?
It spreads out the electron impact to reduce the heat to an individual area and increase heat dissipation
Why is tungsten used in the anode of an x-ray tube?
It is high Z
What characteristic must an anode have in an x-ray tube?
High Z, high heat dissipation and ability to take a lot of mechanical strain (spinning at high rpm)
How do you change the size of the effective focal spot?
Size of filament (usually have 2 that can change between), angle of anode and construction of focussing cup
What are the differences in resolution and exposure time for small and large focal spot?
Small focal spot has a higher resolution than larger focal spot. Small focal spot has a slower exposure time than large focal spot to allow the heat to dissipate
What is the tube window made of in an x-ray tube and what does it do?
Typically beryllium and it allows the x-rays to exit whilst maintaining the vacuum
Why is it an issue to use mains power for an x-ray tube potential difference?
Alternating current is not good as the charge needs to move in one direction
What do we do to the mains power AC to be able to use it for x-ray tube potential difference?
Rectifier to flip over the negative side (charge moves in one direction) and layer waveforms to keep a constant waveform
Is the mAs of an x-ray tube referring to the current of the electrons traversing the tube or the applied current to the filament?
The current of electrons traversing the tube (tube current)
The potential difference of the x-ray tube is what?
The maximum kV of the electrons
What is the inherent filtration in an x-ray tube?
Beryllium window (minimal absorption) and self-absorption in the target
Why do we deliberately add filtration after an x-ray tube?
Reduces low energy soft x-rays that would be absorbed by the patients skin so it reduces the dose and measured tube output
How much added filtration is there after an x-ray tube?
At least 2.5 mm of aluminium equivalent
What is the heel effect?
Variation in x-ray intensity across the field in the cathode-anode direction (low at anode end)
What creates the heel effect?
X-rays generate in the target get re-absorbed in the target itself
When is the heel effect used to reduce patient dose?
Mammography by putting soft tissue at the anode side (decreased dose towards nipple)
Which characteristic governs the overall intensity of the whole x-ray spectrum?
Tube current measured in mA
How is the total number of electrons calculated in the x-ray tube?
Current times time
What is the difference between kV and kVp in an x-ray tube?
kV: mean voltage across the tube
kVp: peak voltage across the tube
(can be approx the same for a low voltage ripple)
What does increasing the kVp of the x-ray tube do?
Maximum and average energies are higher and more photons (higher intensity)
What type of x-ray interactions are desirable and undesirable in medical imaging?
Desirable: no interaction and complete absorption
Undesirable: scatter/deflection (inelastic is the main type as elastic scatter is minimal at these energies)
What effect is the absorption of x-rays in medical imaging?
Photoelectric effect
Photoelectric absorption probability is proportional to what?
Cube of atomic number divided by energy cubed
What is the k-absorption edge?
The abrupt increase in the photoelectric absorption of x-ray photons at energies just beyond the binding energy of k-shell electrons
Why is it a high z material (like lead) used for shielding?
Photoelectric absorption occurs more for higher Z (higher probability)
What is the mass attenuation coefficient of a material and its unit? (can also be mass absorption coefficient)
The linear attenuation coefficient normalised by the density of the material. Attenuation per unit mass (rather than per unit distance) (cm^2/g)
Compton (inelastic) scatter does what to the incident photon?
Changes the direction and energy (change in energy depends on scattering angle)
Is compton scatter directly or inversely proportional to the number of electrons/protons?
Directly
What happens to the contrast if we increase the kV and why?
It reduces because the chance of interactions (mostly photoelectric absorption) decreases so less attenuation
What ratio of the secondary beam (emerging from patient) is scattered radiation?
2:1 to 4:1
Is the secondary beam typically harder or softer?
Harder
Decreasing the kV can decrease the scatter (and increases contrast), but what other issues does this increase?
Scatter in patient is increased (interaction probability increased) so we need more mAs to get enough x-rays to the detector. The mean energy of the scatter is less so less leaves the patient
Why do we not want scattered radiation in the secondary beam?
It reduces contrast in the image and is a radiation risk
How can we reduce scatter in the patient?
Collimate the beam, reduce patient thickness, air gap between patient and detector (scatter doesn’t reach it), anti-scatter grid (physical collimation)
Why do some anti-scatter grids move?
It blurs the grid pattern on the image
What is the disadvantage of anti-scatter grids?
Increases patient dose as the collimator removes some useful radiation
Radiographic film is construction of what type of ions within an emulsion?
Silver Bromine
What is film screen?
Film is placed near a scintillator which converts x-rays to visible light, which the film is more sensitive to (so can use less dose) but decreased resolution
What is the equation for optical density?
The log of base 10 over the initial density divided by the transmitted intensity
What are the two types of digital x-ray imaging?
Computed radiography (CR) and digital radiography (DR)
Since digital imaging is pixel based, do we lose or gain information?
Lose as the signal has to fit into the pixel spaces so not continuous
What is the active material in computed radiography (CR) detectors?
Photostimulable phosphor (PSP)
How do CR detectors work?
X-ray excites electron in the PSP to the conduction band. Some drop to valence band and some drop to trapping sites (impurities), where they will stay until they are ‘read’ (processed)
What are the layers of a CR detector?
Front protective layer
Phosphor (PSP)
Electroconductive layer
Support (structural)
Light shielding layer
Back protective layer
Electrons are trapped in TLDs and CR detectors until they are processed, what is the difference in the process between CR and TLD?
TLDs use thermoluminescence so h eat, whilst CR uses photoluminescence so light
How is CR processing completed?
Fine focussed red light in raster fashion and emission of blue light which is collected via a PMT
What are the advantages and disadvantages to CR?
Advantages: similar workstyle to film and has the benefits of digital imaging (improved contrast)
Disadvantages: poorer resolution than film and takes time to process
What type of arrays are DR detectors built on as the readout layer?
Thin Film Transistor (TFT) arrays
What is the difference between direct and indirect DR detectors? (both are flat panel detectors commonly)
Direct: electron-hole pair generated in amorphous selenium (photoconductor)
Indirect: Phosphor based scintillator used to convert to visible photons and then electron-hole pair generated in amorphous silicon (photodiode)
What does the transistor do in DR detectors? (TFT is in readout layer of direct and indirect DR)
It amplifies the electric signal
How are DR detectors read?
On the matrix array, each pixel row is switched on in turn and the signal from the columns is recorded
Is it easier to determine over/under-exposure with film or digital? Why could this be an issue and how is it solved?
Film. This is an issue for digital imaging as under exposure reduces SNR and overexposure is unnecessary dose. Detector dose indicator (DDI)
What is the Detector Dose Indicator (DDI)?
It is a manufacturer specific measure of dose to the detector (not patient) and it is a retrospective number based on average useful signal
What device has historically been used in fluoroscopy to get real-time viewing of the x-ray image?
Image intensifiers (flat panel detectors have been used as an alterantive)
How do image intensifiers work?
X-rays to input phosphor (scintillator), which goes to photocathode which generate electrons that get accelerated to the anode and focussed to the output phosphor (scintillator) for light photons to video or CCD
Why are image intensifiers named the way they are?
The output phosphor is much smaller than input phosphor (2cm vs 40cm)
A primary image is a measure of what?
The mass attenuation coefficient and thickness of tissue traversed
Is the mass attenuation coefficient dependent on photon energy, Z of material or number of photons (mAs)?
Photon energy and Z of material = dependent
Number of photons = not dependent
What is the equation for the intensity of the signal after travelling through a homogeneous medium of thickness t and mass attenuation coefficient mu?
The initial intensity times by e to the power of minus mu times t (integrate power if not homogeneous like patients)
Is the detector more efficient for primary or scatter?
Scatter
Contrast shows physical and chemical differences, what are examples of each type?
Physical - eg density
Chemical - eg atomic number
What are the two types of contrast that we need to focus on? (not the equations)
Subject contrast (different amounts of radiation exiting the patient) and detector contrast (detector properties and image processing)
What is the threshold contrast test?
The limit at which cannot distinguish detail from background. Minimum perceptible contrast
What properties do we need to consider for artificial contrast?
High Z, choose appropriate kV for K-edges, viscosity and toxicity
Why does having a focal spot with finite size create image blur/geometric blur (limits spatial resolution)?
It creates a penumbra at the edge of objects because x-ray arrive from slightly different locations
How can motion blur be minimised?
Reduce the exposure time (increase mA) or use immobilisation or breath hold techniques
When is the difference between kerma and absorbed dose? (both have the same units)
Kerma measures the energy transferred from photons to electrons per unit mass at certain position, whereas absorbed dose measures the energy deposited in a unit mass at a certain position. Difference is transfer or deposition of energy (electron could move away and deposit energy elsewhere)
How do we reduce magnification in xray? (want to do this as magnification is a type of distortion)
Increase the focus to detector distance and reduce the object to detector distance
What is the typical amount of magnification in x-ray?
1.1
When would we want to deliberately increase the magnification in x-ray? Even though this would increase distortion and unsharpness
Mammography
How is pin cushion distortion related to magnification?
The focus to detector distance will be larger for parts of the image that are further away from the focal spot so these parts will look bigger on the image (more magnification at the periphery)
The detective quantum efficiency (DQE) is a measure of the combined effects of the modulation and noise, and is expressed as a function of what quantity?
Spatial frequency
What is the equation for the detective quantum efficiency (DQE)?
Output SNR divided by input SNR all squared
What is the ideal detective quantum efficiency (DQE) of a detector?
1 for all frequencies
What requirements are there for mammography?
Good spatial resolution (small objects), good contrast (different soft tissues), good dynamic range (variation in thickness across image), minimal patient dose (radiosensitive tissue)
Does mammography use DR detectors and AEC?
Yes to both
What is automatic exposure control (AEC)?
It terminates the exposure when the correct detector dose is reached to create consistent SNR across images
What is the approximate kV for mammography and why?
Low (20-30kV) to accentuate photoelectric effect
What is the typical target for mammography?
Molybdenum
What modalities do they use the half field imaging technique?
Mammography
Why is compression used in mammography?
Reduce dose, spread tissue for visualisation (reduces superimposed anatomy), more uniform thickness, reduce motion, reduce scatter and beam hardening
Why is there the potential for high skin doses in fluoroscopy?
Long screening times (even though low dose rate)
Why is pulse fluoroscopy used?
Reduces patient dose (and doe to staff) as we can’t see really fast pulse rate anyway
What is the normal pulse rate range in fluoroscopy?
7.5 - 15 pulses per second
What is virtual collimation? (used in fluoroscopy)
Collimator position can be inferred from previously screened image so don’t need to screen to move collimators (dose reduction technique). Provides graphical display of position of collimator blades on image without irradiation
What is last image hold and why does it reduce the dose? (used in fluoroscopy)
Displays most recently acquired image after radiation termination, so don’t have to continue screening
What is automatic brightness control (ABC)? (used in fluoroscopy)
The system will modulate the parameters to maintain the brightness (to accommodate large range of patent sizes and body parts)
In fluoroscopy, using ABC, what type of curve characterises how the system reacts?
kV/mA control curves
In fluoroscopy, why can there be an issue with automatic brightness control (ABC) when changing the field size?
There will be a reduced output so the system will increase the factors to maintain the output
The most common CT scanner nowadays is the third generation, what is this design?
Fan beam (x-axis only) with multiple rotating detectors (500-1000) and much faster than previous generations
What is the advantages and disadvantages of cone beam CT?
Advantages: large volume imaging so faster scanning
Disadvantages: loss of scatter rejection and tricky reconstruction
What are the two methods of CT scanning?
Axial scanning (stop and shoot, move patient one slice thickness, rotate and repeat)
Helical scanning - most common (move patient as CT assembly rotates, each rotation incomplete so need to interpolate. Faster imaging)
Modern CT scanners have several rings of detectors positioned in the z-direction, why is this useful?
Image a large volume in fewer rotations as image multiple slices simultaneously
What are adaptive arrays and why are they used in CT scanners?
The detector elements do not need to be the same size, so we can bin them for the required slice thickness
What is the equation for Hounsfield units?
Linear attenuation coefficient = mu.
mu of tissue minus mu of water divided by mu of water all times by 1000
What is the partial volume effect? (CT artefact)
Can’t contain information smaller than a voxel so average value of voxel is provided (worse artefact with increase in pixel size or slice thickness)
What causes streak artefacts in CT images?
Motion, edges of high attenuation medium and components of image outside fov. Type of beam hardening artefact
Why does beam hardening create artefacts?
High attenuation starves the tissues behind it
How are ring artefacts caused in CT images?
There are non-uniformities amongst detectors and each projection has a change in measured attenuation coefficient at one point
How is dose modulation achieved in CT scans?
An attenuation map of the patients density/thickness is created from the pre-scan radiograph, which adjusts (modulates) the output for each slice
What is the order of magnitude of the activity administered in nuclear medicine in diagnosis and therapy?
Diagnosis = kBq- MBq
Therapy = MBq-GBq
What types of half-life need to considered in the choice of radiopharmaceutical?
Radioactive half life of radionuclide and biological half life of pharmaceutical
What are the types of nuclear medicine?
Planar/static, dynamic/gated, wholebody, SPECT, PET, non-imaging, therapy
What is the most common type of PET scan?
Radiopharmaceutical FDG is used (which uses F-18), which simulates glucose and gets metabolised. Glucose uptake is shown, which is used for cancer detection
How do the ideal requirements change for nuclear medicine therapy and diagnosis?
Therapy: targeted dose to a pathway and minimise radiation protection issues for others
Diagnosis: good image quality in timely manner and minimal radiation dose
What considerations are required for choice of radionuclide?
Half-life (long enough for transport and biological pathway but not too long as excess dose after use), emissions (suitable for detection and dose considerations), cost, ease of manufacture, toxicity, chemistry (binding to pharmaceutical and stability of bond)
Why is technetium-99m used in 95% of nuclear medicine studies?
Metastable, mostly (98.6%) 140.5 keV gamma emission, produced onsite from molybdenum-99 generator (elution process), labels wide range of pharmaceuticals, 6 hour half-life (mostly decayed after a day, good for biological uptake, can be transported)
What are the typical radionuclide used in therapy and their type of emission?
I-131 (beta and some gamma), Y-90 (beta), Lu-177 (beta), Ra-223 (alpha)
Why are particle emissions mostly used in therapeutic nuclear medicine?
Short range in tissue so localised energy deposition, better for radiation protection (gamma emissions can be used for imaging, which could be directly like I-131 or via bremststrahlung)
What are gamma cameras known as?
Scintillation or anger camera
Can gamma cameras only process one event at a time or multiple and is this an issue?
Only one (single photon) but this is mostly okay as don’t want too high radioactivity