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% |