Research Article
Sparse Logistic Regression for Diagnosis of Liver Fibrosis in Rat by Using SCAD-Penalized Likelihood
Table 4
List of covariates for plasma markers.
| | Covariates | Plasma markers |
| | Diagnosis the degree liver fibrosis by using the pathological diagnosis | | Albumin ratio of total protein (A/T) | | Aspartate aminotransferase (AST) | | Hydroxyproline (Hyp) | | IV collagen (IVC) | | Serum laminin (LN ) | | III collagen (PC-III) | | I collagen (Col I) | | Hyaluronan (HA) | | Total Bilirubin (T.Bil) | | Albumin ratio of the globulin (A/G) | | Albumin (Alb) | | Total protein (TP) |
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