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Table 3 Performance comparison of the proposed model with state-of-art methods

From: Brain tumor image segmentation based on improved FPN

Literature

Dataset/Image Size

DSC

JAC/IoU index

Accuracy

(Dong N et al.,2017) [23]

10infants

85.03

-

-

(Pereira S et al.,2017) [24]

65subjects

88

-

-

(Zhao X et al.,2017) [25]

449patients

84

-

-

(Akkus Z et al.,2017) [26]

159images

-

-

87.7

(Hashemzehi R et al.,2017) [27]

TCGA

84

 

95

Our improve the FPN method

TCGA

92

86

99.1