Research Article

A Fast Neural Network Approach to Predict Lung Tumor Motion during Respiration for Radiation Therapy Applications

Table 3

The statistical comparison of MAE mm for MLP versus QNU over all various setups (on the 3D lung tumor motion prediction for prediction horizon of 1 second).

LearningDataArchitecture
MLPQNULNU

GDMin of MAE1.54
Average of MAE2.33
Standard deviation of MAE0.75

LMMin of MAE1.031.01
Average of MAE1.181.08
Standard deviation of MAE0.080.04

MLMMin of MAE1.040.991.13
Average of MAE1.181.061.28
Standard deviation of MAE0.080.040.13