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Development of a Hemodialysis Data Collection and Clinical Information System and Establishment of an Intradialytic Blood Pressure/Pulse Rate Predictive Model
Journal of Artificial Intelligence and Big Data
| Vol 5, Issue 2
Table 6. Comparison of optimal performancebetween ANN and LSTM models – test loss(based on MAE).
| Features | ANN test loss | LSTM test loss |
| Only four artery-related features | 11.23 | 12.25 |
| Three specific features, excluding any artery-related features | 14.43 | 15.84 |
| Eight features (including HPCV) | 12.41 | － |
| Seven features (w/o HPCV) | 11.71 | － |
| All 15 features | － | 12.15 |
| Only 13 features | － | 11.28 |