Research Article
A Fast Neural Network Approach to Predict Lung Tumor Motion during Respiration for Radiation Therapy Applications
Table 1
General configuration for the predicting models (all for 1-second prediction horizon
,
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3),
…Figure
2).
| Model | Learning algorithm | Sampling (also ) | n samples | samples |
| MLP | L-M | 15 | 15 | 30 | 180 | 270 | 360 | 30 | 30 | 60 | 90 | 135 | 180 |
| QNU | L-M | 15 | 15 | 30 | 180 | 270 | 360 | 30 | 30 | 60 | 90 | 135 | 180 |
| QNU | GD | 15 | 15 | 30 | 180 | 270 | 360 | 30 | 30 | 60 | 90 | 135 | 180 |
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