SEP 7, 2026 · JOURNAL ARTICLE
MRI-based deep learning radiomics models predict lung cancer brain metastases’ responses to targeted therapy
European Journal of Medical Research
A retrospective multi-centre radiomics study with internal and external validation showing moderate discriminatory performance (AUC 0.790–0.818 on external cohorts) for a clinically relevant surrogate endpoint, but lacking prospective design, hard clinical outcomes, or demonstration of impact on treatment decisions.
Reported
6-month response AUC (external te…0.790
6-month response AUC (internal va…0.801
6-month response AUC (training)0.848