Zhang et al. found that a lower peak standardized uptake value (SUVpeak) was associated with EGFR mutations, while spiculation, the absence of emphysema, pleural indentation and the subsolid nodule were the semantic CT features most commonly associated with EGFR mutations [106]. Here, EGFR is linked to pulmonary emphysema.