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Development and Validation of Machine Learning Models to Predict Epidermal Growth Factor Receptor Mutation in Non-Small Cell Lung Cancer: A Multi-Center Retrospective Radiomics Study

Objective To develop and validate a generalized prediction model that can classify epidermal growth factor receptor (EGFR) mutation status in non–small cell lung cancer patients. Methods A total of 346 patients (296 in the training cohort and 50 in the validation cohort) from four centers were inclu...

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Detalhes bibliográficos
Main Authors: Yafeng Liu MD, Jiawei Zhou MD, Jing Wu PhD, Wenyang Wang PhD, Xueqin Wang MD, Jianqiang Guo MD, Qingsen Wang MD, Xin Zhang MD, Danting Li MD, Jun Xie MD, Xuansheng Ding PhD, Yingru Xing PhD, Dong Hu PhD
Formato: Artigo
Idioma:Inglês
Publicado em: SAGE Publishing 2022-04-01
Colecção:Cancer Control
Acesso em linha:https://doi.org/10.1177/10732748221092926
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