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Jiang-Dian Song

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Open access Aug 2026

Clinical attribute-based risk matrix for prognostication in immunotherapy-treated non-small cell lung cancer

Biomarkers used to guide immunotherapy in non-small cell lung cancer (NSCLC) are invasive, variably available, and insufficient to capture clinical and regional heterogeneity, leaving many patients inadequately stratified for prognosis. We develop a clinical attribute–based framework that leverages routinely collected...

Lu Wang, Nan Xu, Hai-Rui Wang et al. · 0 citations

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