Table 3.
Detecting performance of the proposed model in occlusion analysis.
Methods | AUROCa | AUPRCb | |
Original model | 0.98 | 0.17 | |
Occluding method | |||
|
Occluding vital sign | 0.85 | 0.05 |
|
Occluding kidney-related values | 0.95 | 0.06 |
|
Occluding WBCc | 0.96 | 0.07 |
|
Occluding electrolyte | 0.96 | 0.10 |
|
Occluding RBCd-related lab | 0.97 | 0.11 |
|
Occluding ABGAe | 0.97 | 0.12 |
|
Occluding inflammatory markers | 0.98 | 0.14 |
|
Occluding time-invariant data | 0.97 | 0.14 |
|
Occluding liver function test | 0.98 | 0.15 |
aAUROC: area under the receiver operating characteristic curve.
bAUPRC: area under the precision-recall curve.
cWBC: white blood cell.
dRBC: red blood cell.
eABGA: arterial blood gas analysis.