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Results of the deep neural network for real-time hemodynamic analysis on the testing dataset.
| Circulation | Parameters | MAPE (%) | Pearson correlation (%) |
|---|---|---|---|
| Systemic | Dead volume | 7.03 | 0.9997 |
| Time at max. elastance | 0.13 | 0.9995 | |
| Resistance | 0.17 | 0.9999 | |
| Compliance | 2.45 | 0.9867 | |
|
| |||
| Pulmonary | Dead volume | 9.88 | 0.9991 |
| Time at max. elastance | 0.10 | 0.9994 | |
| Resistance | 0.32 | 0.9998 | |
| Compliance | 0.67 | 0.9983 | |
