Table 4 Performance of the final models using radiomics, deep learning (DL), and combined DL-Radiomics features for detecting scar in non-gadolinium cine images in the external cohort (n = 100 patients)
From: Radiomics and deep learning for myocardial scar screening in hypertrophic cardiomyopathy
| Â | AUC | Accuracy | Sensitivity | Specificity | Recall | Precision |
|---|---|---|---|---|---|---|
Radiomics | 0.64 | 0.59 | 0.91 | 0.16 | 0.58 | 0.59 |
Deep learning | 0.71 | 0.62 | 0.91 | 0.23 | 0.67 | 0.61 |
DL-radiomics | 0.74* | 0.64 | 0.91 | 0.28 | 0.71 | 0.63 |