DVH Prediction for VMAT in NPC with GRU-RNN: An Improved Method by Considering Biological Effects

Table 1

A summary ( over ) and a comparison (patient-wise value over ) of prediction accuracy in maximum doses and EUDs for the 30 test patients. Prop was the results obtained by the proposed method, and Prev was the results obtained by the previous method.

OARs		(Gy)		value
		Prop	Prev	Prop vs. Prev
Brainstem				0.16
	EUD			<0.01
Spinal cord				0.29
	EUD			<0.01
Optic chiasm				0.57
	EUD			0.51
Optic nerves Lt				0.27
	EUD			0.43
Optic nerves Rt				0.37
	EUD			0.41
Larynx	EUD			0.22
Parotids Lt	EUD			0.13
Parotids Rt	EUD			0.37
Temporal lobes Lt	EUD			<0.01
Temporal lobes Rt	EUD			<0.01