Besides the tumor volume, the three detected features showed significant or nearly significant differences in brain metastases with present or absent PD-L1 expression in both the training and the independent test set (Fig. 3 ).
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Radiomics for the non-invasive prediction of PD-L1 expression in patients with brain metastases secondary to non-small cell lung cancer.
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