Table 3 Performance of UTransBPNet_Crossattn_AllTune under cross-scenario tests.
From: UTransBPNet for cuffless and calibration-free blood pressure estimation under dynamic conditions
Cross-scenario Tests (Training → Testing) | SBP | DBP | ||
|---|---|---|---|---|
MAD, mmHg | Mean PCC | MAD, mmHg | Mean PCC | |
w/o Scenario-specific Finetuning | ||||
1. Drinking → Exercise | 24.13 | 0.12 | 15.65 | 0.02 |
2. Exercise → Drinking | 13.70 | 0.01 | 9.52 | 0.16 |
3. Drinking + Exercise → MIMIC | 16.98 | 0.02 | 12.89 | 0.01 |
with Scenario-specific Finetuning | ||||
1. Drinking → Exercise | 13.16 | 0.55 | 8.91 | 0.56 |
2. Exercise → Drinking | 11.79 | 0.46 | 7.62 | 0.50 |
3. Drinking and Exercise → MIMIC | 4.18 | 0.76 | 2.15 | 0.68 |
