Table 2 The comparison of manual and automatic wound area measurements.
Ulcer no. | Manual | U-Net | Mask R-CNN | ||
|---|---|---|---|---|---|
Area | cm2 | cm2 | RE (%) | cm2 | RE (%) |
1 | 1.8 | 2.5 | 40.7 | 2.1 | 19.2 |
2 | 3.9 | 4.1 | 3.6 | 3.9 | 0.8 |
3 | 16.4 | 14.1 | 13.6 | 14.6 | 11.0 |
4 | 2.7 | 3.2 | 22.3 | 4.7 | 76.6 |
5 | 14.1 | 9.8 | 30.3 | 16.3 | 16.1 |
6 | 3.9 | 5.5 | 42.4 | 5.7 | 46.5 |
7 | 43.8 | 37.0 | 15.5 | 36.8 | 16.1 |
8 | 8.8 | 8.7 | 1.4 | 9.4 | 6.5 |
9 | 8.6 | 9.3 | 8.8 | 9.3 | 8.4 |
10 | 13.4 | 23.0 | 72.3 | 21.0 | 57.1 |
11 | 17.0 | 26.7 | 56.9 | 27.1 | 59.4 |
12 | 5.1 | 5.5 | 7.1 | 5.4 | 5.8 |
13 | 8.9 | 11.4 | 27.5 | 13.3 | 48.7 |
14 | 2.7 | 4.6 | 72.9 | 11.3 | 320.3 |
15 | 6.1 | 7.6 | 25.6 | 15.8 | 159.2 |
*16 | 0.7 | 0.0 | 100.0 | 74.8 | 10,345.5 |
17 | 13.0 | 13.6 | 4.5 | 14.5 | 11.6 |
18 | 11.0 | 10.9 | 0.5 | 15.9 | 44.2 |
19 | 37.1 | 49.1 | 32.2 | 54.7 | 47.3 |
*20 | 83.2 | 132.0 | 58.7 | 67.0 | 19.5 |
MRE | Â | Â | 31.8 | Â | 566 |
SD of MRE | Â | Â | 0.266 | Â | 21.9 |
MRE (outliers removed) | Â | Â | 26.2 | Â | 53 |
SD of MRE (outliers removed) | Â | Â | 0.23 | Â | 0.75 |
