Development and external validation of a lung cancer risk estimation tool using gradient-boosting

1 code implementation • 23 Aug 2023 • Pierre-Louis Benveniste, Julie Alberge, Lei Xing, Jean-Emmanuel Bibault

In this study, we propose a machine learning (ML) tool trained on data from the PLCO Cancer Screening Trial and validated on the NLST to estimate the likelihood of lung cancer occurrence within five years.

Ensemble Learning feature selection