Machine learning for predicting acute exacerbation and mortality in idiopathic inflammatory myopathy-associated interstitial lung disease.

In the training cohort, the combined model achieved an AUC of 0.91 (95% CI: 0.85–0.96), compared to 0.86 (95% CI: 0.79–0.93) for the radiomics signature, although the difference did not reach statistical significance ( p = 0.06).

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