ROC analysis of individual and combined MRI modalities
AUC | Sens | Spec | PPV | NPV | P Valuea | |
---|---|---|---|---|---|---|
C vs PD/MSA-P/PSP | .013 | |||||
DTI+R2* | 0.88 | 0.80 | 0.83 | 0.82 | 0.81 | |
DTIb | 0.80 | 0.81 | 0.71 | 0.60 | 0.87 | |
R2* | 0.75 | 0.69 | 0.69 | 0.55 | 0.81 | |
C vs PD | .001 | |||||
DTI+R2* | 0.91 | 0.86 | 0.80 | 0.82 | 0.89 | |
DTI | 0.82 | 0.74 | 0.76 | 0.75 | 0.76 | |
R2* | 0.78 | 0.71 | 0.75 | 0.71 | 0.74 | |
PD vs MSA-P/PSP | .038 | |||||
DTI+R2* | 0.94 | 0.86 | 0.87 | 0.88 | 0.84 | |
DTI | 0.89 | 0.83 | 0.80 | 0.82 | 0.81 | |
R2* | 0.87 | 0.87 | 0.77 | 0.87 | 0.77 | |
PD vs MSA-P | .006 | |||||
DTI+R2* | 0.99 | 0.97 | 1.00 | 1.00 | 0.93 | |
DTI | 0.89 | 0.83 | 0.86 | 0.79 | 0.86 | |
R2* | 0.91 | 0.86 | 0.86 | 0.94 | 0.70 | |
PD vs PSP | .156 | |||||
DTI+R2* | 0.99 | 0.97 | 1.00 | 1.00 | 0.94 | |
DTI | 0.97 | 0.94 | 0.94 | 0.97 | 0.89 | |
R2* | 0.87 | 0.80 | 0.83 | 0.82 | 0.81 | |
MSA-P vs PSP | .435 | |||||
DTI+R2* | 0.98 | 0.94 | 1.00 | 1.00 | 0.93 | |
DTI | 0.96 | 0.94 | 0.92 | 0.94 | 0.92 | |
R2* | 0.89 | 0.86 | 0.80 | 0.82 | 0.81 |
Note:—Sens indicates sensitivity; Spec, specificity; PPV, positive predictive value; NPV, negative predictive value; AUC, area under the curve; C, controls.
↵a ROC curves were compared between the models, including all MRI measurements and that with DTI measurements only.
↵b Models for DTI measurements were generated by including both FA and MD features.