Multi-omics to predict acute radiation esophagitis in patients with lung cancer treated with intensity-modulated radiation therapy.

Xiaoli Zheng,Wei Guo,Yunhan Wang,Jiang Zhang,Yuanpeng Zhang,Chen Cheng,Xinzhi Teng,Saikit Lam,Ta Zhou,Zongrui Ma, Ruining Liu,Hui Wu,Hong Ge,Jing Cai,Bing Li

European journal of medical research（2023）

引用 6|浏览36

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摘要

In LALC patients treated with CRT IMRT, the ARE grade ≥ 2 can be predicted using the pretreatment radiotherapy image features. To predict ARE, the multi-omics features had similar predictability with radiomics features; however, the dosiomics features and clinical factors had a limited classification performance.

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关键词

Acute radiation esophagitis,Dosiomics,Lung cancer,Machine learning,Radiomics,Radiotherapy

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