Skip to main content

Table 6 Comparison of the Top-1 and Top-2 Accuracy between the proposed model and the GCCTP and NCCN guidelines

From: A data-driven approach to a chemotherapy recommendation model based on deep learning for patients with colorectal cancer in Korea

Group

N

Top-1 Accuracy (%)

Top-2 Accuracy (%)

GCCTP

5-FU/LV

55

23.63

78.18

XELODA

5

80.00

80.00

FOLFOX

37

83.78

91.89

FOLFIRI

4

0

75.00

Surveillance

76

71.05

71.05

Total

176

57.95

77.84

NCCN

5-FU/LV

59

47.45

83.05

XELODA

6

50.00

100.00

FOLFOX

50

92.00

94.00

FOLFIRI

5

100.00

100.00

Surveillance

80

80.00

80.00

Total

200

70.50

84.00