Prediction of lung papillary adenocarcinoma-specific survival using ensemble machine learning models

Abstract Accurate prognostic prediction is crucial for treatment decision-making in lung papillary adenocarcinoma (LPADC). The aim of this study was to predict cancer-specific survival in LPADC using ensemble machine learning and classical Cox regression models. Moreover, models were evaluated to pr...

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Bibliographic Details
Main Authors: Kaide Xia, Dinghua Chen, Shuai Jin, Xinglin Yi, Li Luo
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-40779-1