Machine learning identifies lipid-associated genes and constructs diagnostic and prognostic models for idiopathic pulmonary fibrosis.

Abstract

Authors

• Xingren Liu
  Department of Respiratory and Critical Care Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China.
• Junmei Song
  Department of Cardiovascular Ultrasound & Noninvasive Cardiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu 610072, People's Republic of China.
• Shujin Guo
  Department of Health Management & Institute of Health Management, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.
• Yi Liao
  Department of Radiology, West China Second Hospital of Sichuan University, Chengdu, Sichuan, China.
• Jun Zou
  State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China.
• Liqing Yang
  Department of Respiratory and Critical Care Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China. yangliqing@med.uestc.edu.cn.
• Caiyu Jiang
  Department of Respiratory and Critical Care Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China. jiangcaiyu@med.uestc.edu.cn.

Keywords

External Resources