Table 4 Predictive models trained with leave-one-out cross validation for both liver disease (N = 364) and T2D (N = 288) case-control groups. Each cell contains the area under the curve (AUC) with 95% confidence intervals (CI) in parentheses, F1 score and accuracy with sensitivity and specificity in parentheses
From: Liver shape analysis using statistical parametric maps at population scale
Case - Control Cohort | Models | |||||
|---|---|---|---|---|---|---|
| Â | Volume | S2S | ||||
AUC (95% CI) | F1 score | Accuracy (Sensitivity / Specificity) | AUC (95% CI) | F1 score | Accuracy (Sensitivity / Specificity) | |
Liver disease | 0.57 (0.50–0.62) | (0.59) | 0.54 (0.42 / 0.66) | 0.61 (0.55–0.67) | (0.60) | 0.59 (0.57 / 0.60) |
T2D | 0.64 (0.58–0.71) | (0.65) | 0.62 (0.54 / 0.70) | 0.64 (0.57–0.70) | (0.62) | 0.62 (0.59 / 0.64) |