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Predicting lung cancer stage at diagnosis based on self-reported symptoms and background factors using machine learning models

Abstract This study aimed to describe and compare background factors and symptoms at diagnosis of patients with non-advanced or advanced stage lung cancer and patients without cancer, and to develop predictive models identifying key variables that contribute to the detection of early and late-stage...

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Váldodahkkit: Tina Gustavell, Noora Sissala, Maria Pernemalm, Haris Babačić, Lars E. Eriksson
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Nature Portfolio 2026-04-01
Ráidu:Scientific Reports
Liŋkkat:https://doi.org/10.1038/s41598-026-46710-8
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