Table 3 Identification accuracy for different pneumonias
From: Diagnosis and detection of pneumonia using weak-label based on X-ray images: a multi-center study
Dataset | Type | Number of correct | Number of wrong | Number | Identification accuracy |
|---|---|---|---|---|---|
Test set | Viral | 141 | 8 | 149 | 94.63% |
Test set | Bacterial | 275 | 3 | 278 | 98.92% |
External validation set | Viral | 1281 | 19 | 1300 | 98.54% |
External validation set | (COVID-19) | 1086 | 214 | 1300 | 83.54% |