代谢组学应用于冠心病临床诊断的关键问题研究

21775058
2017
B0310.化学信息学与人工智能
易伦朝
面上项目
教授
昆明理工大学
64万元
化学计量学;冠心病;数据挖掘;代谢组学;质谱
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Plasma fatty acid metabolic profiling coupled with clinical research reveals the risk factors for atherosclerosis development in type 2 diabetes mellitus 期刊论文 Qianyu Zhou;Dabing Ren;Yang Xiao;Lunzhao Yi;Zhiguang Zhou
2 代谢组学数据处理关键方法研究及其在医药领域的应用 奖励 易伦朝;任达兵;付光辉
3 Liquid Chromatography-Mass Spectrometry Combined with Chemometric Methods to Analyze the Metabolic Characteristics of Patients with Coronary Heart Disease and Coronary Heart Disease with Hypertension 期刊论文 Yang Li-Juan;Ding Xiao-Xue;Ren Fan-Dong;Cai Fang;Fu Guang-Hui;Ren Da-Bing;Yi Lun-Zhao;Zhang Hong
4 Tuning model parameters in class-imbalanced learning with precision-recall curve 期刊论文 Guanghui Fu;Lunzhao Yi;Jianxin Pan
5 LASSO-based false-positive selection for class-imbalanced data in metabolomics 期刊论文 Guanghui Fu;Lunzhao Yi;Jianxin Pan
6 Hellinger distance-based stable sparse feature selection for high-dimensional class-imbalanced data 期刊论文 Fu Guang-Hui;Wu Yuan-Jiao;Zong Min-Jie;Pan Jianxin
7 Investigation of Metabolic Features of Patients with Coronary Heart Disease or Coronary Heart Disease-Type 2 Diabetes Mellitus Based on Ultra-High Performance Liquid Chromatography-High Resolution Mass Spectrometry 期刊论文 Ren Fan-Dong;Ding Xiao-Xue;Cai Fang;Ren Da-Bing;Yi Lun-Zhao;Zhang Hong
8 Screening of lipid metabolism biomarkers in patients with coronary heart disease via ultra-performance liquid chromatography–high resolution mass spectrometry 期刊论文 Cai Fang;Ren Fandong;Zhang Yunmei;Ding Xiaoxue;Fu Guanghui;Ren Dabing;Yang Lijuan;Chen Ning;Shang Ying;Hu Yongdan;Yi Lunzhao;Zhang Hong
9 Feature selection and classification by minimizing overlap degree for class-imbalanced data in metabolomics 期刊论文 Fu Guang-Hui;Wu Yuan-Jiao;Zong Min-Jie;Yi Lun-Zhao
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