Table 10 Simulation results of the proposed HCNN method on different segmentation algorithms.

From: Meningioma brain tumor detection and classification using hybrid CNN method and RIDGELET transform

Sgmentation methods

Sensitivity (%)

Specificity (%)

Segmentation accuracy (%)

Pr (%)

TPR (%)

FPR (%)

Proposed morhological algorithm(in this work)

99.31

99.37

99.24

99.23

99.03

99.05

Existing morhological algorithm25

97.98

97.38

97.12

95.12

95.87

96.10

Region growing algorithm26

95.39

95.19

96.03

95.45

95.87

96.16

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