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 , …(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