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Shu-Min Zhang

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Open access Jul 2026

Forecasting the risk of early death among patients suffering from lung cancer with brain metastasis after radiotherapy using interpretable machine learning: a study based on the SEER database

Background Lung cancer with brain metastasis (LCBM) significantly shortens patient survival. Accurately predicting individual prognosis remains challenging. This study aimed to identify key prognostic factors in LCBM patients after radiotherapy for the development of an interpretable machine learning (ML) model to supp...

Ru Song, Zhi-Jun Zhang, Xia-Oou Huo et al. · 0 citations

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