A PET/CT radiomics model for predicting distant metastasis in early-stage non-small cell lung cancer patients treated with stereotactic body radiotherapy: a multicentric study.
Lu YuZhen ZhangHeQing YiJin WangJunyi LiXiaofeng WangHui BaiHong GeXiaoli ZhengJianjiao NiHaoran QiYong GuanWengui XuZhengfei ZhuLigang XingAndre DekkerLeonard WeeAlberto TraversoZhaoxiang YeZhiyong YuanPublished in: Radiation oncology (London, England) (2024)
The proposed PET/CT radiomics model can be used to predict distant metastasis in patients with early-stage NSCLC treated with SBRT and provide a reference for clinical decision-making. In this study, the model was established by combining CT and PET radiomics signatures in a moderate-quantity training cohort of early-stage NSCLC patients treated with SBRT and was successfully validated in independent cohorts. Physicians could use this easy-to-use model to assess the risk of distant metastasis after SBRT. Identifying subgroups of patients with different risk factors for distant metastasis is useful for guiding personalized treatment approaches.
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