Table 3:
Out-of-distribution performance comparison of the DyHead model trained on data acquired from the Siemens Aera scanner and tested on other scanners. “Exp” stands for the experimental abbreviation and “Mode” describes the {T2FS, DWI} data combination mode. “SA” indicates selective augmentation, while “ILL” stands for Intra-Label LISA. “S” describes Sensitivity @[0.5, 1, 2, 4] FP.
# | Scanner | Exp | Mode | mAP | S@0.5 | S@1 | S@2 | S@4 |
---|---|---|---|---|---|---|---|---|
1 | Siemens Verio | E SA | ILL | 57.7 | 58.62 | 68.9 | 75.9 | 79.3 |
2 | Siemens BioGraph mMR | E SA | ILL | 54.2 | 46.7 | 60.1 | 66.7 | 80.1 |
3 | Philips Achieva | E SA | ILL | 65.3 | 50.0 | 62.6 | 71.8 | 75.4 |