Table 1 The statistical summary of the SWIR otoscopy performance for all considered cases.
From: Shortwave infrared otoscopy for diagnosis of middle ear effusions: a machine-learning-based approach
Accuracy | Sensitivity | Specificity | |
|---|---|---|---|
Case 1 (Average Intensity + Decision Tree) | 69.2% | 55.9% | 75.8% |
Case 2 (Set of parameters + Decision Tree) | 85.5% | 79.4% | 88.7% |
Case 3 (Set of parameters + Random Forest) | 90.3% | 90.5% | 90.1% |
