Table 1 Dataset summary for each liver biomarker used in deep learning model training.
Biomarker | Concentration levels | No. of original images | No. of augmented images | Total images per biomarker |
|---|---|---|---|---|
Bilirubin mg/dL (direct) | 0.1, 1, 5, 10, 15, 20 | 1500 | 3000 | 4500 |
Bilirubin mg/dL (total) | 0.1, 1, 5, 10, 15, 20 | 1500 | 3000 | 4500 |
ALT U/L | 10, 50, 100, 150, 200, 300 | 1500 | 3000 | 4500 |
AST U/L | 10, 50, 100, 150, 200, 300 | 1500 | 3000 | 4500 |
