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Table 5 Percentage of prescription dose (PD) and percentage of volume (PV) and the mean volume differences for ANFIS, manual planner and FIS

From: Development of a neuro-fuzzy technique for automated parameter optimization of inverse treatment planning

Sites

Anatomic structures

DoseANFIS-MANUAL

DoseANFIS-oFIS

ΔVolumeANFIS-MANUAL

ΔVolumeANFIS-oFIS

   

95% PD

90% PD

50% PD

95% PD

90% PD

50% PD

(Mean)

(Mean)

Prostate

PTV

[% Vol]

-5

-1

0

-8

-3

0

-2

-4

 

Bladder

[% Vol]

-5

-15

-34

3

1

4

-18

3

 

Rectum

[% Vol]

-13

-16

-18

0

-16

-1

-16

-6

 

Body

[% Vol]

0

0

0

0

0

0

0

0

Head & Neck

PTV

[% Vol]

11

0

0

10

-1

0

4

3

 

Spinal cord

[% Vol]

0

0

1

0

0

1

0

0

 

Lt parotid

[% Vol]

-22

-25

-37

-8

-9

-19

-28

-12

 

Rt parotid

[% Vol]

-10

-20

-39

-6

-9

-39

-23

-18

 

Body

[% Vol]

0

0

0

0

0

0

0

0

Spinal cord

PTV

[% Vol]

1

-2

0

-4

-3

0

0

-2

 

Spinal cord

[% Vol]

-9

-10

-9

-1

-1

-3

-9

-2

 

Lt kidney

[% Vol]

0

0

-1

0

0

-1

0

0

 

Rt kidney

[% Vol]

0

0

0

0

0

0

0

0

 

Body

[% Vol]

0

0

0

0

0

0

0

0

Brain

PTV

[% Vol]

6

3

0

-7

-5

0

3

-4

 

Brain stem

[% Vol]

-2

-2

1

-1

-1

-1

-1

-1

 

Lt cavernous

[% Vol]

-13

-14

-18

-1

-1

-18

-15

-7

 

Optic nerve

[% Vol]

-1

-1

1

-1

0

-1

0

-1

 

Body

[% Vol]

0

0

-2

0

0

0

-1

0