Table 2.
Internal test | |||||
---|---|---|---|---|---|
All doctors | Senior | Junior | DNN | p* | |
Overall | 49.2 ± 3.4% | 50.8 ± 3.0% | 47.5 ± 2.8% | 66.5 ± 2.5% | < 0.001 |
AFS | |||||
AFS ( +) | 46.8 ± 9.0% | 47.1 ± 11.8% | 46.6 ± 4.9% | 73.0 ± 3.8% | < 0.001 |
AFS (-) | 50.1 ± 5.4% | 52.3 ± 5.4% | 47.9 ± 4.4% | 64.0 ± 2.9% | < 0.001 |
Diagnosis | |||||
Imitator | 59.2 ± 19.7% | 61.2 ± 19.5% | 57.1 ± 19.7% | 60.6 ± 5.1% | 0.816 |
TB | 55.6 ± 13.5% | 56.7 ± 8.0% | 54.6 ± 17.3% | 74.0 ± 6.7% | < 0.001 |
NTM-LD | 32.7 ± 12.5% | 34.6 ± 15.5% | 30.8 ± 8.0% | 65.0 ± 5.5% | < 0.001 |
DNN, deep neural network; AFS, acid-fast smear; TB, tuberculosis; NTM-LD, nontuberculous mycobacterial lung disease
p* compared between all doctors and DNN on diagnosis accuracy