Medical physicsHumansCarcinomaNon-Small-Cell LungRadiation PneumonitisLung Neoplasms
Prediction of radiation pneumonitis after CRT in patients with advanced NSCLC using multi-region radiomics and attention-based ensemble learning.
Daisuke Kawahara, Nobuki Imano, Misato Kishi, Toshiki Fujiwara, Tomoki Kimura, Yuji Murakami
Published: 202510.1002/mp.70140
Abstract
BACKGROUND: 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, limiti…
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