Radiation Oncology

Table 4 P values obtained from Wilcoxon signed-rank test pairwise model comparisons with prediction length of 0.6 s

From: Online prediction for respiratory movement compensation: a patient-specific gating control for MRI-guided radiotherapy

Model 1	Model 2	R²	Gat-acc
Linear	Ridge	0.0001	0.0005
	L2-L1	0.0001	0.0001
	LSTM	0.0001	0.0001
	Bi-LSTM	0.0001	0.0001
	GRU	0.0001	0.0001
	KF	0.0001	0.0001
Adaptive Linear (30 s)	Linear	0.5663	0.5200
	Ridge	0.0013	0.0580
	L2-L1	0.0010	0.0009
	LSTM	0.0010	0.0001
	Bi-LSTM	0.0010	0.0001
	GRU	0.0010	0.0001
	KF	0.0001	0.0001

A P value of less than 0.05 was considered significant
Gat-acc gating accuracy, 30 s using only the first 30 s as the burn-in period, KF Kalman filter

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