Table1 . Characteristics of Markers Used for DiagnosingCirrhosis with the ANN Model .
| Input | Variable | Train Group (n = 300) | Test Group (n = 80) | ||||||
| Average | SD | Max | Min | Average | SD | Max | Min | ||
| X 1 | Age (years) | 39.9 | 7.75 | 60 | 15 | 41.5 | 8.7 | 58 | 24 |
| X 2 | BMI (kg /m2) | 29.4 | 4.56 | 78.32 | 21.45 | 29.5 | 3.99 | 50.7 | 21.8 |
| X 3 | Platelet count (1/μl) | 231186 | 52130 | 449000 | 110000 | 236206 | 64011 | 431000 | 113000 |
| X 4 | AST(IU/l) | 56.1 | 39.40 | 350 | 12 | 54.2 | 28.19 | 197 | 19 |
| X 5 | Albumin (g/dl) | 4.3 | 0.42 | 5.9 | 2.7 | 4.4 | 0.43 | 5.4 | 3.4 |
| X 6 | AST/ALT ratio | 0.8 | 0.47 | 4.17 | 0.38 | 0.8 | 0.28 | 1.76 | 0.328 |
| X 7 |
Diabetes (yes=1, no=0) |
83 patients have diabetes | 36 patients have diabetes | ||||||