TABLE I.
Glossary of symbols
VOI | Volume of interest in the brain tissue |
Ca | Contrast concentration at the arterial inlet of a VOI |
Cv | Contrast concentration at the venous outlet of the VOI |
Ctis | Contrast concentration in the brain tissue |
Mass of contrast in the VOI at time t | |
Mass of contrast passing though arterial inlet by t | |
Mass of contrast drained though venous outlet by t | |
F | Volume of blood passing through the VOI per unit time |
Volume of brain tissue in the VOI | |
ρ | Mass density of brain tissue |
H | Ratio between arterial and capillary hematocrits |
h(t) | Probability density function of blood transit time |
r(t) | Residue function |
k(t) | Flow-scaled residue function |
x | Spatial location in the brain |
xa | Spatial location of a major feeding artery |
True pixel value of CTP source image | |
I(x,t) | Pixel value of the measured source image |
Ib(x) | Pixel value of the measured baseline image |
I′ (x, t) | Baseline-corrected image: I′ (x, t) = I(x, t) − Ib(x) |
c | Measured tissue enhancement curve, vectorized |
Expected form of c | |
c0 | Truth of the tissue enhancement curve |
biasc | |
A | Arterial enhancement convolution matrix |
σ1 | The largest singular value of A |
λ | Weight of regularizer used in deconvolution |
λrel | Relative weighting factor: λ = λrelσ1 |
k* | Estimated flow-scaled residue function |
C | Autocovariance matrix of a temporal curve |
N | Total number of postbaseline time frames |
Nb | Total number of baseline time frames |
Noise variance of CTP source images | |
Noise variance of the baseline image | |
max | Peak value of a dynamic curve |
tmax | Time to peak of the residue function |
⊤ | Transpose of a matrix or vector |
Δt | Time interval between two consecutive source frames |
E | The identity matrix |
J | The all-one matrix |