Log odds of positive lymph nodes compared to positive lymph node ratio and number of positive lymph nodes in prognostic modeling for patients with NSCLC undergoing lobectomy or total pneumonectomy: a population-based study using Cox regression and XGBoost with SHAP analysis

Log odds of positive lymph nodes compared to positive lymph node ratio and number of positive lymph nodes in prognostic modeling for patients with NSCLC undergoing lobectomy or total pneumonectomy: a population-based study using Cox regression and XGBoost with SHAP analysis

BackgroundMethods such as the number of positive lymph nodes (nPLN), lymph node ratio (LNR), and log odds of positive lymph nodes (LODDS) are used to predict prognosis in patients with non-small cell lung cancer (NSCLC). We hypothesized that LODDS could be a superior independent predictor of prognos...

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Bibliographic Details
Main Authors: Qiming Huang, Shai Chen, Zhenjie Li, Longren Wu, Dongliang Yu, Linmin Xiong
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Surgery
Subjects:
log odds of positive lymph nodes
positive lymph node ratio
number of positive lymph nodes
NSCLC
SEER
Online Access:https://www.frontiersin.org/articles/10.3389/fsurg.2024.1530250/full
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