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Table 5 Summary of similar study carried out on hepatic fibrosis staging

From: A study of hepatic fibrosis staging methods using diffraction enhanced imaging

Author

Method

Image modality

Accuracy

J. H. Lee et al. [11]

Y. Chen et al. [12]

DCNN

SVM, Naïve Bayes, random forest, KNN

US

US

83.5%

82.87%

K.J. Choiet al [13].

DCNN

CT

79.4%

O. Kayaalti et al. [15]

GLCM, DWT, Gabor, KNN, SVM

CT

94%

X. Zhang et al. [21]

GLCM, SVM

CT/MRI

79%/82%

J. Wang et al. [22]

GLCM, BP

DEI

95.1%

Our methods

FO, GGAM, GLCM, Fusion feature, KNN, SVM,

DEI

99.99%