Table 5.
Area under the receiver-operating characteristic curve (AUC) and optimal thresholds with 95% confidential interval (CI) for detecting DESH.
| MRI | AUC (95% CI) | Specificity (95% CI) | Sensitivity (95% CI) | Optimal threshold | |
|---|---|---|---|---|---|
| Automatically segmented region volumes with the 3D U-Net model | |||||
| DESH index | T1 | 0.996 (0.986–1.00) | 0.944 (0.861–1.00) | 1.00 (1.00) | 2.563 |
| DESH index | T2 | 1.00 (1.00) | 1.00 (1.00) | 1.00 (1.00) | 7.578 |
| Venthi index | T1 | 1.00 (1.00) | 1.00 (1.00) | 1.00 (1.00) | 1.573 |
| Venthi index | T2 | 1.00 (1.00) | 1.00 (1.00) | 1.00 (1.00) | 3.370 |
| Sylhi index | T1 | 0.966 (0.898–1.00) | 1.00 (1.00) | 0.923 (0.769–1.00) | 3.083 |
| Sylhi index | T2 | 1.00 (1.00) | 1.00 (1.00) | 1.00 (1.00) | 4.046 |
| Manually segmented volumes | |||||
| DESH index | T1 | 1.00 (1.00) | 1.00 (1.00) | 1.00 (1.00) | 3.980 |
| DESH index | T2 | 1.00 (1.00) | 1.00 (1.00) | 1.00 (1.00) | 5.678 |
| Venthi index | T1 | 0.999 (0.986–1.00) | 0.992 (0.977–1.00) | 1.00 (1.00) | 1.681 |
| Venthi index | T2 | 1.00 (1.00) | 1.00 (1.00) | 1.00 (1.00) | 2.760 |
| Sylhi index | T1 | 1.00 (0.999–1.00) | 0.977 (0.992–1.00) | 1.00 (1.00) | 2.157 |
| Sylhi index | T2 | 1.00 (1.00) | 1.00 (1.00) | 1.00 (1.00) | 2.771 |
DESH index: total ventricular volume and Sylvian fissure and basal cistern volume divided by the high-convexity part of the subarachnoid space volume. Venthi index: Ventricular volume divided by the high-convexity part of the subarachnoid space volume. Sylhi index: Sylvian fissure and basal cistern volume divided by the high-convexity part of the subarachnoid space volume.