From: Weakly supervised video-based cardiac detection for hypertensive cardiomyopathy
 | ACC | AUC | 95%CI | SEN | SPE | PPV | NPV | PLR | NLR |
---|---|---|---|---|---|---|---|---|---|
Image-based method (random) | 0.86 | 0.83 | 0.70–0.95 | 0.97 | 0.68 | 0.83 | 0.93 | 3.06 | 0.05 |
Image-based method (ES/ED) | 0.88 | 0.85 | 0.73–0.97 | 0.97 | 0.74 | 0.86 | 0.93 | 3.68 | 0.04 |
Vanilla I3D | 0.90 | 0.89 | 0.78–0.99 | 0.94 | 0.84 | 0.91 | 0.89 | 5.92 | 0.08 |
Ours | 0.92 | 0.90 | 0.81–1.00 | 0.97 | 0.84 | 0.91 | 0.94 | 6.13 | 0.04 |