Article
Screening the Best Risk Model and Susceptibility SNPs for Chronic Obstructive Pulmonary Disease (COPD) Based on Machine Learning Algorithms.
International journal of chronic obstructive pulmonary disease - 1 Jan 2024
Yang Zehua, Zheng Yamei, Zhang Lei, Zhao Jie, Xu Wenya, Wu Haihong, Xie Tian, Ding Yipeng
Abstract excerpt
Background and Purpose: Chronic obstructive pulmonary disease (COPD) is a common and progressive disease that is influenced by both genetic and environmental factors, and genetic factors are important determinants of COPD. This study focuses on screening the best predictive models for assessing COPD-associated SNPs and then using the best models to predict potential risk factors for COPD. Methods: Healthy...
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