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Predictive value of machine learning for radiation pneumonitis and checkpoint inhibitor pneumonitis in lung cancer patients: a systematic review and meta-analysis

Abstract Some studies have developed machine learning (ML) models for the prediction of pneumonitis following immunotherapy and radiotherapy for patients with lung cancer (LC). However, the prediction accuracy of these models remains a topic of debate. Thus, this study aims to summarize the advantag...

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Autori principali: Shenghan Wang, Kaiyue Wang, Jiangnan Lin
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2025-07-01
Serie:Scientific Reports
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Accesso online:https://doi.org/10.1038/s41598-025-05505-z
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