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Prediction of radiation pneumonitis after CRT in patients with advanced NSCLC using multi-region radiomics and attention-based ensemble learning.

Radiation pneumonitis (RP) is a major dose‐limiting toxicity in concurrent chemoradiotherapy (CRT) for stage III non‐small cell lung cancer (NSCLC). Existing models often analyze a single lung region and rely… Click to show full abstract

Radiation pneumonitis (RP) is a major dose‐limiting toxicity in concurrent chemoradiotherapy (CRT) for stage III non‐small cell lung cancer (NSCLC). Existing models often analyze a single lung region and rely on a single algorithm, limiting accuracy and external validity.

Keywords: radiation; prediction radiation; radiation pneumonitis; crt; region

Journal Title: Medical physics
Year Published: 2025

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