Table 2.
Performance of regional-based YOLO on different HR inputs throughout first fold test.
Number of Channels | Input Image | Complement* | Averaging of Adjacent Slices | Sensitivity (%) | |
---|---|---|---|---|---|
One-Channel | SWI | × | × | 91.67 | 23.57 |
Two-Channels | SWI and Phase | × | × | 97.22 | 275.50 |
Three-Channels | SWI, Phase, and Magnitude | × | × | 88.89 | 69.50 |
Two-Channels | SWI and Phase | ✓ | × | 94.44 | 56.44 |
Two-Channels | SWI and Phase | ✓ | ✓ | 100.00 | 53.71 |
Complement is applied to the phase image.