Back to Article
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 7. Comparison of optimal performance between ANN and LSTM models – training loss (based on MAE).
| Features | ANN training loss | LSTM training loss |
| Only four artery-related features | 10.12 | 3.55 |
| Three specific features, excluding any artery-related features | 12.98 | 12.98 |
| Eight features (including HPCV) | 13.51 | － |
| Seven features (w/o HPCV) | 10.32 | － |
| All 15 features | － | 2.94 |
| Only 13 features | － | 3.29 |