Machine learning based biomarker discovery for chronic kidney disease-mineral and bone disorder (CKD-MBD).
Yuting LiYukuan LouMan LiuSiyi ChenPeng TanXiang LiHuaixin SunWeixin KongSuhua ZhangXiang ShaoPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- biomarker discovery
- early detection
- machine learning
- mass spectrometry data
- rule learning
- fold cross validation
- high throughput
- support vector machine
- feature selection
- machine learning methods
- pattern recognition
- inductive logic programming
- lung cancer
- model based diagnosis
- learning algorithm
- mass spectrometry
- data sets
- breast cancer
- machine learning algorithms
- decision trees
- data mining
- data analysis
- pattern classification
- computational tools