Features selected in the imbalance-adjusted bootstrap resampling process for each classification schemea
| Histogram and Texture Features | ||||||
|---|---|---|---|---|---|---|
| ADC | ADC + FA | ADC + dFA | ||||
| Feature | Weight | Feature | Weight | Feature | Weight | |
| IDHWT vs IDHMUT | ADC 75% | −6.5 | ADC 10% | 109.4 | ADC 10% | 40.4 |
| ADC 90% | −71.4 | ADC homogeneity | 60.2 | |||
| ADC energy | 4363.0 | dFA energy | −1459.0 | |||
| FA 75% | 227.5 | dFA skewness | −6.45 | |||
| FA contrast | 24.2 | |||||
| FA homogeneity | −346.9 | |||||
| IDHMUT-Codel vs IDHMUT-Noncodel | ADC 50% | −10.7 | ADC 50% | −266.8 | ADC 75% | −62.9 |
| ADC 25% | 306.8 | ADC 10% | 40.0 | |||
| ADC skewness | −17.9 | dFA 50% | 202.9 | |||
| FA 75% | 460.9 | dFA skewness | 11.9 | |||
| FA skewness | −141.5 | |||||
↵a For IDHWT vs IDHMUT, positive values indicate positive correlations with IDHWT. For IDHMUT-Codel vs IDHMUT-Noncodel, positive values indicate positive correlations with IDHMUT-Noncodel. ADC units are in square millimeters/millisecond.