Blood pressure estimation on MIMIC-III
Metric: MAE for DBP [mmHg] (lower is better)
Metric: MAE for DBP [mmHg] (lower is better)
| # | Model↕ | MAE for DBP [mmHg]▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Deep RNN | 6.7 | No | Long-term Blood Pressure Prediction with Deep Re... | 2017-05-12 | Code |
| 2 | ResNet (raw PPG + PPG’ + PPG”, with personalization) | 6.88 | No | - | - | - |
| 3 | Random Forest (features, with personalization) | 11.73 | No | - | - | - |