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Table 3 Average AUC/c-index for individual and combined models with all the lesions, HCC lesions, and metastasis lesions

From: Tumor response prediction in 90Y radioembolization with PET-based radiomics features and absorbed dose metrics

OR model

Average AUC (95 % confidence intervals)

All (105)

Primary HCC (35)

Metastasis (70)

 Radiomics (ZP)

0.713 (0.685–0.741)

0.762 (0.680–0.834)

0.658 (0.623–0.693)

 Absorbed dose

0.713(0.678–0.746)

0.717 (0.642–0.786)

0.696 (0.654–0.737)

 Combined (dose + ZP)

0.729 (0.702–0.758)

0.734 (0.660–0.802)

0.692 (0.653–0.723)

Progression model

Average c-index (95% confidence intervals)

All (103)

Primary HCC (35)

Metastasis (68)

 Radiomics (ZSN)

0.694 (0.676–0.710)

0.565 (0.528–0.598)

0.656 (0.629–0.680)

 Absorbed dose

0.754 (0.742–0.766)

0.613 (0.585–0.635)

0.719 (0.700–0.737)

 Combined (dose + ZSN)

0.803 (0.790–0.815)

0.638 (0.610–0.661)

0.762 (0.740–0.780)

ADASYN progression model

Average c-index (95% confidence intervals)

All (103)

Primary HCC (35)

Metastasis (68)

 Radiomics (ZSN)

0.712 (0.698–0.726)

NA

0.595 (0.575–0.615)

 Absorbed dose

0.771 (0.762–0.781)

NA

0.726 (0.713–0.739)

 Combined (dose + ZSN)

0.794 (0.785–0.803)

NA

0.728 (0.716–0.740)