Table 3 Performance of the gauze EBL regression models on the human patient dataset.
From: Automated deep learning model for estimating intraoperative blood loss using gauze images
P-W CS model | ||
|---|---|---|
MAE (g) | MAPE (%) | |
Performance of the P-W CS model evaluated on the human patient dataset (n = 473) | ||
EBL value (x) | ||
\(\mathrm{ x}\le 3{\text{g}}\) | 0.21 | 15.73 |
\(3{\text{g}}<{\text{x}}\le 5{\text{g}}\) | 0.22 | 5.27 |
\({\text{x}}>5{\text{g}}\) | 0.42 | 7.67 |
Average | 0.25 | 7.26 |
