Table 1. Reproducible features using the Pyradiomics software and manual delineations on DATASET 1 according to the gray-level discretization.
Sequence | Difference in reproducible features distribution (p-value) | Highest number of reproducible features | |||
---|---|---|---|---|---|
Among FBS | Among FBN | Number | P-Value | ||
FBS | FBN | ||||
wDIXON-T2-WI | 0.56 | < 0.0001* | 54 | 32 | < 0.001* |
ipDIXON-T2-WI | 0.17 | < 0.001* | 47 | 32 | < 0.05* |
pc wDIXON-T1-WI | 0.96 | < 0.05* | 37 | 34 | 0.73 |
pc ipDIXON-T1-WI | 1 | < 0.01* | 35 | 33 | 0.86 |
T1-WI | < 0.01* | < 0.0001* | 21 | 21 | 1 |
ADC map | 1 | 0.41 | 31 | 9 | < 0.001* |
FBS = Fixed Bin Size (absolute discretization), FBN = Fixed Bin Number (relative discretization). Sequence abbreviations: Water DIXON-T2-WI (wDIXON-T2-WI); In-Phase DIXON-T2-WI (ipDIXON-T2-WI); Post-Contrast Water DIXON-T1-WI (pc wDIXON-T1-WI); Post-Contrast In-Phase DIXON-T1-WI (pc ipDIXON-T1-WI); Apparent Diffusion Coefficient map (ADC map).
* = statistically significantly different among discretizations.