Ensemble machine learning models for lung cancer incidence risk prediction in the elderly: a retrospective longitudinal study.

Journal: BMC cancer

PMID: 39844064

Abstract

BACKGROUND: Identifying high risk factors and predicting lung cancer incidence risk are essential to prevention and intervention of lung cancer for the elderly. We aim to develop lung cancer incidence risk prediction model in the elderly to facilitate early intervention and prevention of lung cancer.

Authors

Songjing Chen
Sizhu Wu

Medical Information Innovation Research Center, Institute of Medical Information and Library, Chinese Academy of Medical Sciences/Peking Union Medical College , Beijing, China.

Keywords

Aged Aged, 80 and over Female Humans Incidence Longitudinal Studies Lung Neoplasms Machine Learning Male Middle Aged Retrospective Studies Risk Assessment Risk Factors

External Resources

View on PubMed Access via DOI PubMed (39844064)

Ensemble machine learning models for lung cancer incidence risk prediction in the elderly: a retrospective longitudinal study.

Abstract

Authors

Keywords

External Resources

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