Biomarker discovery and metabolic profiling in serum of cardiovascular disease patients with untargeted metabolomics and machine learning.
Xia ShenShuyuan GuoNingning LiangMingming ZhaoChun WangZi LiDewen YanLemin ZhengHui-Yong YinPublished in: Clinical and translational medicine (2024)
Keyphrases
- cardiovascular disease
- machine learning
- mass spectrometry
- small molecule
- liquid chromatography
- single cell
- artificial intelligence
- high throughput
- big data
- high resolution mass spectrometry
- gas chromatography mass spectrometry
- cardiovascular risk factors
- gas chromatography
- high resolution
- cardiovascular events
- deep learning
- coronary artery disease
- solid phase extraction