Development of a Hemodialysis Data Collection and Clinical Information System and Establishment of an Intradialytic Blood Pressure/Pulse Rate Predictive Model
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 |
|
|
|
|
