Table 5.
Qure.ai | Delft Imaging | DeepTek | ||||||
---|---|---|---|---|---|---|---|---|
ROC AUC (95% CI) | P-value╪ | ROC AUC (95% CI) | P-value╪ | ROC AUC (95% CI) | P-value╪ | |||
0.82 (0.79–0.85) | – | 0.82 (0.78–0.85) | – | 0.78 (0.74–0.82) | – | |||
Gender | ||||||||
Male | 0.80 (0.76–0.85) | 0.222 | 0.80 (0.76–0.85) | 0.363 | 0.75 (0.71–0.80) | 0.066 | ||
Female | 0.85 (0.79–0.92) | 0.84 (0.78–0.90) | 0.83 (0.76–0.90) | |||||
Age group | ||||||||
15–54 years | 0.84 (0.79–0.90) | 0.248 | 0.86 (0.81–0.91) | 0.048 | 0.79 (0.73–0.85) | 0.534 | ||
≥ 55 years | 0.80 (0.76–0.85) | 0.79 (0.74–0.84) | 0.77 (0.72–0.82) | |||||
C + F + WL + NS | ||||||||
No | 0.78 (0.71–0.86) | 0.294 | 0.78 (0.72–0.85) | 0.307 | 0.75 (0.67–0.83) | 0.489 | ||
Yes | 0.83 (0.79–0.87) | 0.82 (0.78–0.86) | 0.78 (0.74–0.82) | |||||
History of TB | ||||||||
No | 0.86 (0.83–0.90) | 0.002 | 0.85 (0.82–0.89) | 0.019 | 0.83 (0.79–0.87) | 0.001 | ||
Yes | 0.73 (0.65–0.80) | 0.76 (0.69–0.83) | 0.69 (0.62–0.77) | |||||
Radiography system | ||||||||
JPI Healthcare | 0.85 (0.79–0.90) | 0.072 | 0.82 (0.76–0.87) | 0.514 | 0.81 (0.75–0.86) | 0.027 | ||
DRTECH | 0.78 (0.73–0.83) | 0.79 (0.75–0.84) | 0.72 (0.67–0.77) |
Lunit | JF Healthcare | InferVision | OXIPIT | |||||
---|---|---|---|---|---|---|---|---|
ROC AUC (95% CI) | P-value╪ | ROC AUC (95% CI) | P-value╪ | ROC AUC (95% CI) | P-Value╪ | ROC AUC (95% CI) | P-value╪ | |
0.82 (0.79–0.86) | – | 0.77 (0.73–0.81) | – | 0.76 (0.72–0.80) | – | 0.73 (0.69–0.77) | – | |
Gender | ||||||||
Male | 0.81 (0.77–0.86) | 0.373 | 0.74 (0.69–0.79) | 0.057 | 0.75 (0.70–0.79) | 0.712 | 0.70 (0.66–0.75) | 0.718 |
Female | 0.85 (0.79–0.90) | 0.82 (0.75–0.90) | 0.77 (0.68–0.86) | 0.77 (0.69–0.84) | ||||
Age group | ||||||||
15–54 years | 0.83 (0.77–0.89) | 0.771 | 0.82 (0.76–0.87) | 0.044 | 0.79 (0.73–0.85) | 0.127 | 0.75 (0.69–0.81) | 0.335 |
≥ 55 years | 0.82 (0.77–0.86) | 0.74 (0.69–0.79) | 0.73 (0.67–0.78) | 0.71 (0.66–0.76) | ||||
C + F + WL + NS | ||||||||
No | 0.79 (0.72–0.85) | 0.244 | 0.71 (0.63–0.80) | 0.142 | 0.73 (0.64–0.82) | 0.525 | 0.72 (0.64–0.80) | 0.911 |
Yes | 0.83 (0.79–0.88) | 0.78 (0.74–0.83) | 0.76 (0.72–0.81) | 0.72 (0.68–0.77) | ||||
History of TB | ||||||||
No | 0.86 (0.82–0.90) | 0.019 | 0.82 (0.77–0.86) | 0.001 | 0.78 (0.73–0.83) | 0.122 | 0.79 (0.74–0.83) | < 0.001 |
Yes | 0.75 (0.68–0.83) | 0.66 (0.59–0.74) | 0.71 (0.64–0.78) | 0.63 (0.55–0.70) | ||||
Radiography system | ||||||||
JPI Healthcare | 0.79 (0.71–0.86) | 0.790 | 0.76 (0.69–0.83) | 0.791 | 0.78 (0.70–0.86) | 0.118 | 0.77 (0.71–0.84) | 0.006 |
DRTECH | 0.80 (0.75–0.84) | 0.75 (0.70–0.80) | 0.70 (0.65–0.75) | 0.65 (0.60–0.71) |
ROC AUC area under the receiver operating characteristic curve.
Significant values are in bold.
╪Chi-squared test.