Table 1.
Univariate analysis | |||||
---|---|---|---|---|---|
N. negative/positive | p-value | ROC AUC (95 CI) | Sensitivity | Specificity | |
Erythrocyte count (Δ/dt) | 358/110 | 0.019 | 0.57 (0.51–0.62)* | 0.47 (0.43–0.52) | 0.42 (0.34–0.49) |
Hemoglobin (Δ/dt) | 372/122 | < 0.001 | 0.62 (0.57–0.66)* | 0.47 (0.43–0.51) | 0.38 (0.31–0.45) |
Leukocyte count (Δ/dt) | 366/116 | 0.039 | 0.55 (0.49–0.61) | 0.52 (0.48–0.56) | 0.56 (0.49–0.64) |
Thrombocyte count (Δ/dt) | 366/116 | 0.421 | 0.51 (0.45–0.56) | 0.51 (0.47–0.56) | 0.54 (0.46–0.61) |
Radiological Progression | 145/65 | < 0.001 | 0.64 (0.58–0.70) | 0.87 (0.82–0.91) | 0.42 (0.31–0.52) |
Radiological response | 145/65 | < 0.001 | 0.66 (0.62–0.69) * | 0.69 (0.62–0.75) | 0.00 (0.00–0.00) |
AI-score (abdomen) | 437/117 | < 0.001 | 0.73 (0.69–0.76) | 0.60 (0.56–0.64) | 0.74 (0.69–0.80) |
AI-score (thorax) | 1,421/516 | < 0.001 | 0.67 (0.64–0.69) | 0.58 (0.56–0.60) | 0.71 (0.68–0.74) |
Multivariate analysis | |||||
Coefficient | Standard deviation | 95 Confidence interval | p-value | ||
Intercept | −1.1010 | 3.213 | −7.398 | 5.196 | 0.732 |
AI-score (abdomen) | −7.9394 | 1.683 | −11.239 | −4.640 | <0.001 |
Age | −7.3906 | 2.699 | −12.680 | −2.101 | 0.006 |
Erythrocyte + hemoglobin (Δ/dt) | −0.2210 | 2.455 | −5.034 | 4.592 | 0.928 |
Leukocyte count (Δ/dt) | 10.9735 | 4.810 | 1.546 | 20.401 | 0.023 |
Thrombocyte count (Δ/dt) | −0.3935 | 2.022 | −4.357 | 3.570 | 0.846 |
Radiological progression | −3.0030 | 0.693 | −4.361 | −1.645 | <0.001 |
Radiological response | > 100 | > 100 | < −100 | > 100 | 0.999 |
AUC <0.5 were inverted for readability, indicated by *.