Development and validation of machine learning models to predict survival of patients with resected stage-III NSCLC.

Long Jin,Qifan Zhao,Shenbo Fu,Fei Cao,Bin Hou,Jia Ma

Frontiers in oncology（2023）

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摘要

Deep learning model has several advantages over linear model and random forest model in prognostic predication and treatment recommendations. This novel analytical approach may provide accurate predication on individual survival and treatment recommendations for resected Stage-iii NSCLC patients.

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关键词

adjuvant therapy,machine learning,non-small cell lung cancer (NSCLC),stage-III,survival predication,treatment recommendation

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