Blood Pressure Estimation On Mimic Iii
Metrics
MAE for DBP [mmHg]
MAE for SBP [mmHg]
Results
Performance results of various models on this benchmark
Model Name | MAE for DBP [mmHg] | MAE for SBP [mmHg] | Paper Title | Repository |
|---|---|---|---|---|
| ResNet (raw PPG + PPG’ + PPG”, with personalization) | 6.88 | 9.43 | Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network | - |
| Random Forest (features, with personalization) | 11.73 | 13.62 | - | - |
| Deep RNN | 6.7 | 8.54 | Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks |
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