Table 4 Results for ANN Models Predicting Occurrence of SSI
ANN Model (variables used) | SSI prediction sensitivity (n = 29) | No SSI prediction specificity (n = 617) |
|---|---|---|
All variables including NSQIP compliance variable | 69.0% | 60.1% |
All variables excluding NSQIP compliance variable | 89.7% | 50.2% |
All variables excluding NSQIP compliance and Sex variables | 79.3% | 50.2% |