Medical Imaging Flashcards
What are the three key parameters for medical imaging?
- Spatial resolution
- SNR
- CNR
What are the three measures used in ROC analysis?
Accuracy: No. correct diagnosis/total no. diagnosis
Sensitivity: No. true positives/no. condition positives
Specificity: No. true negatives/ no. condition negatives
What indicates test efficacy in ROC analysis?
Area under the curve gives an indication of test efficacy.
What is shown by the line spread function (LSF)?
Shows degree of blurring in an image. Smallest resolvable feature defined by full-width-at-half-maximum (FWHM).
How is FWHM related to standard deviation of LSF distribution.
FWHM approx. 2.35 * sd
What is the point spread function (PSF)?
3D equivalent of LSF. Relates object to image by convolution of object with PSF.
What is the modulation transfer function (MTF)?
Most common measure of spatial resolution. Measures response to high and low frequencies.
Ideal system has constant MTF for all spatial frequencies.
How is the CNR between two tissues related to SNR?
CNR_AB = SNR_A - SNR_B
What is the effect of a high-pass filter?
Accentuates high spatial frequency components. Decreased SNR due to accentuation of noise also.
What is the effect of a low pass filter?
Noise levels reduced. Increased SNR. High frequency components smoothed.
What are the basics of X-ray imaging?
Relies on differential absorption of X-rays by body tissues.
Heated cathode emits electrons, accelerated towards anode by voltage. At anode KE converted to X-rays.
Detected X-rays on detector other side of patient convert to light which is then digitised.
What three parameters can be varied to influence an X-ray image?
- Accelerating voltage.
- Tube current.
- Exposure time.
Briefly explain the two mechanisms by which x-rays are produced.
- Braking Radiation: Electrons passing close to nucleus in anode deflected. Loss of KE converted to x-ray. Produces wide spectrum of energies.
- Characteristic Radiation: Typical of cathode. Incident electron causes inner electron to be ejected. Electrons in high shells move down energy levels, emitting characteristic X-rays.
What three conditions are required for high SNR and CNR in x-ray images?
- Sufficient x-rays transmitted through body for high SNR.
- x-ray absorption different for different tissues for high CNR.
- Scattered x-rays removed.
What are the two ways in which x-rays are absorbed?
Photoelectric Absorption: Incident x-ray causes electron to be ejected. Other electron moves down energy level emitting characteristic x-ray (does not reach detector)
Compton Scattering: X-rays passing close to outer shell electron cause it to be ejected. X-ray scattered at angle.
What parameter is used to describe x-ray attenuation of tissue?
X-ray attenuation coefficient (mu/rho). Varies with x-ray energy.
How does attenuation change for increased x-ray energy?
Fewer compton interactions, much fewer photoelectric interactions. Increased transmission.
How does increased tissue atomic number effect x-ray attenuation?
No change in compton. Increase in photoelectric interactions. Reduced transmission.
How does tissue density effect x-ray attenuation?
Proportional increase in both compton & photoelectric. Decreased transmission.
What is a contrast x-ray?
Contrast medium used to image hollow or fluid filled structures such as intestines.