Skip to main content

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%