Blood pressure estimation
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Random Forest (features, with personalization) | MAE for SBP [mmHg] | 13.62 | — | Unverified |
| 2 | ResNet (raw PPG + PPG’ + PPG”, with personalization) | MAE for SBP [mmHg] | 9.43 | — | Unverified |
| 3 | Deep RNN | MAE for SBP [mmHg] | 8.54 | — | Unverified |
| 4 | Domain Knowledge Integrated CNN-xLSTM-xAtt Nrtwork | Mean Squared Error | 0.05 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Deep RNN | RMSE | 3.73 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Domain Knowledge Integrated CNN-xLSTM-xAtt Nrtwork | MAE | 1.58 | — | Unverified |