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Predictive diagnosis of chronic obstructive pulmonary disease using serum metabolic biomarkers and least-squares support vector machine.

Hong ZhengYiran HuLi DongQi ShuMingyang ZhuYuping LiChengshui ChenHong-Chang GaoLi Yang
Published in: Journal of clinical laboratory analysis (2020)
This study suggests that artificial intelligence integrated with serum metabolic biomarkers has a great potential for auxiliary diagnosis of COPD.
Keyphrases
  • artificial intelligence
  • deep learning
  • machine learning
  • big data
  • chronic obstructive pulmonary disease
  • lung function
  • air pollution