Table 3.
Model name | Predictors involved | C-index (95% CI) |
---|---|---|
Training Cohort | ||
Rad-signature | Six radiomics features | 0.68 (0.62–0.74) |
CRC model | Tumor number (<4/≥4), Rad-signature | 0.73 (0.68–0.79) |
Six-and-twelve | Sum of tumor size and number | 0.64 (0.58–0.70) |
Four-and-seven | Within four tumors and 7 cm (yes/no), Child-pugh class A/B | 0.63 (0.58–0.68) |
HAP | Albumin (≥36 g/dl/ <36 g/dl), AFP (≤ 400 ng/ml/> 400 ng/ml), bilirubin (≤ 17 μmol/l/ >17 μmol/l), tumor size (≤ 7 cm/>7 cm) |
0.55 (0.50–0.61) |
mHAP | All predictors involved in HAP score but bilirubin | 0.59 (0.53–0.65) |
mHAP-II | All predictors involved in HAP score plus tumor number (1 /≥2) | 0.57 (0.52–0.63) |
mHAP-III | Albumin, AFP, bilirubin, tumor size, and tumor number | 0.54 (0.46–0.60) |
ALBI grade | Albumin, bilirubin | 0.52 (0.45–0.56) |
Testing Cohort | ||
Rad-signature | Five radiomics features | 0.67 (0.56–0.79) |
CRC model | Tumor number (<4/≥4), Rad-signature | 0.70 (0.62–0.82) |
Six-and-twelve | Sum of tumor size and number | 0.64 (0.52–0.74) |
Four-and-seven | Within four tumors and 7 cm (yes/no), Child-pugh class A/B | 0.65 (0.55–0.75) |
HAP | Albumin (≥36 g/dl/ <36 g/dl), AFP (≤ 400 ng/ml/>400 ng/ml), bilirubin (≤ 17 μmol/l/ >17 μmol/l), tumor size (≤ 7 cm/>7 cm) |
0.55 (0.46–0.64) |
mHAP | All predictors involved in HAP score but bilirubin | 0.59 (0.47–0.71) |
m-HAP-II | All predictors of the HAP score plus tumor number (1 /≥2) | 0.61 (0.50–0.73) |
mHAP-III score | Albumin, AFP, bilirubin, tumor size, and tumor number | 0.58 (0.47–0.71) |
ALBI grade | Albumin, bilirubin | 0.56 (0.46–0.67) |
C-index, Concordance index; CI, confidence interval; Rad-signature, radiomics signature; AFP, alpha-fetoprotein; CRC, combined radiomics-clinic; HAP, hepatoma arterial-embolization prognostic; ABLI, albumin-bilirubin.