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. 2018 Jan 11;11(2):193–204. doi: 10.1016/j.tranon.2017.12.003

Table 2.

Definition of the MR Parameters

Parameter Description
DWI
IVIM
S(b) = S0(1 − f ) ∙ ebD + S0f ∙ eb(D + D)
S0: signal without diffusion weighting
Model parameters were determined using a voxelwise Bayesian method with uniform prior distributions and mode as central tendency measure [52]
Parameter limits were D: [0,5] μm2/ms, f: [0,1], D*: [0,1000] μm2/ms, S0: [0, 2xSmax], where Smax is the maximum measured signal
D Diffusion coefficient The tissue water diffusion coefficient
D* Pseudodiffusion coefficient Perfusion-related pseudodiffusion coefficient of incoherently flowing blood in the tissue
f Perfusion fraction Signal fraction from incoherently flowing tissue water (blood)
Apparent diffusion
S(b) = S0eb ∙ ADC
S0: signal without diffusion weighting
The model was fitted using least squares with two b values (0 and 800 s/mm2.)
ADC Apparent diffusion coefficient The apparent diffusion coefficient affected by both diffusion and perfusion



Relaxation time mapping
T1 relaxation
STR=A+C1eTRT1
S(TR) = signal intensity for repetition time TR
A = signal bias
C = signal intensity after complete T1 relaxation with no bias
The parameters were estimated by a least squares fit
T1 T1 time Longitudinal relaxation time of tissue
T2* relaxation
STE=A+CeTET2
S(TE) is the signal intensity for echo time TE
A = signal bias
C = signal intensity without T2* relaxation and no bias
T2* was determined by least squares fit. The goodness-of-fit parameter R2 was used to exclude voxels with R2< 0.4
T2* T2* time Transversal relaxation time of tissue including effects from magnetic field inhomogeneity



DCE-MRI
Semiquantitative characteristics
S(t), a continuous representation of signal intensity as a function of time, was determined by fitting a smoothing spline (smoothing parameter = 0.01)
S0, the baseline signal intensity, was defined as the mean of the precontrast dynamics
σvoxel, the voxel noise, was defined as the standard deviation of the residuals of S(t) for each voxel
S(t) > S0 + 5 ∙ σvoxel defined significant contrast enhancement
σimage, the image noise, was defined as the mean of σvoxel
S0 > 5 ∙ σimage defined the threshold for inclusion of voxels in the analysis
Smax was defined as the maximum value of S(t) for each voxel
AT Arrival time Time after injection required for signal intensity to reach significant enhancement
TOP Time of peak intensity Time after injection required to reach maximum signal intensity
TTP Time to peak Time between AT and TOP
SEmax Relative, maximum signal enhancement Maximum signal intensity relative to baseline signal intensity:
(Smax– S0)/S0
SE60 Relative signal enhancement at 60 s Signal intensity at 60 s after injection relative to signal baseline intensity:
[S(60 s) – S0]/S0
SER Signal enhancement ratio Ratio of early (55 s) and late (300 s) relative signal enhancements
CER Contrast enhancement ratio Ratio of maximum signal intensity and baseline signal intensity:
Smax/S0
Missing value if no significant enhancement was obtained
AUCn Normalized area under the curve Area under S(t) between 0 and 5 minutes, normalized to S0
WI Wash in Maximum time derivative of S(t) between AT and TOP
WO Wash out Maximum negative time derivative of S(t) between TOP and the last dynamic.
Missing value if <5 dynamics left after TOP
BE Brevity of enhancement Time between the time points of WI and WO
IS Initial slope Average rate of signal enhancement between TOP and contrast injection: (SmaxS0)/TOP
NS Negative slope Average rate of signal decrease between TOP and the last dynamic.
Missing value if <5 dynamics left after TOP