Table 2.
Preprocessed data details.
| Ground Truth (count) | |||||||
|---|---|---|---|---|---|---|---|
| Label | Ischemic Stroke | NIHSS | 90-Day mRS (Outcome prediction) | ||||
| 1 | 78 | 61 | 55 | ||||
| 0 | 78 | 95 | 101 | ||||
| DRF Details (number of features) | |||||||
|---|---|---|---|---|---|---|---|
| Output | First_order | GLCM | GLDM | GLRLM | GLSZM | NGTDM | Total |
| Stroke Detection | 5118 | 7698 | 3800 | 4117 | 3737 | 1352 | 25,822 |
| NIHSS prediction | 2061 | 2655 | 866 | 1016 | 1289 | 437 | 8324 |
| Outcome Prediction | 2089 | 2650 | 1304 | 1254 | 1439 | 467 | 9203 |
First-order statistics (First_order), Gray Level Run Length Matrix (GLRLM), Gray Level Size Zone Matrix (GLSZM), Gray Level Dependency Matrix (GLDM) and Neighboring Gray-Tone Difference Matrix (NGTDM).