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Table 2 Results on the testing experiments, expressed as average over all scenarios (1–4)

From: 18F-FET PET radiomics-based survival prediction in glioblastoma patients receiving radio(chemo)therapy

 

CLASSIFICATION-AUC

REGRESSION-C-index

Top

PC

PC(SH-FO)

SH-FO

Top

PC

PC(SH-FO)

SH-FO

Test on OSEM-3D

PTV

0.76

0.34

0.77

0.80

0.76

0.60

0.68

0.67

voi14

041

0.44

0.44

0.63

0.55

0.64

0.43

0.60

voi16

0.33

0.37

0.42

0.50

0.55

0.40

0.52

0.60

voi18

0.12

0.30

0.42

0.32

0.31

0.47

0.33

0.47

CV OSEM-2D + OSEM-3D

PTV

0.59

0.29

0.70

0.58

0.51

0.47

0.62

0.53

voi14

0.56

0.51

0.44

0.59

0.59

0.52

0.50

0.53

voi16

0.26

0.32

0.39

0.50

0.55

0.51

0.45

0.65

voi18

0.57

0.48

0.40

0.39

0.43

0.44

0.19

0.42

  1. Classification and regression performance figures above 65% are highlighted in bold