Application of machine learning algorithms to screen potential biomarkers under cadmium exposure based on human urine metabolic profiles
Ting Zeng, Yanshan Liang, Qingyuan Dai, Jinglin Tian, Jinyao Chen, Bo Lei, Zhu Yang, Zongwei Cai
Topics & Concepts
Random forestArtificial intelligenceMachine learningAlgorithmUrineGradient boostingClassifier (UML)Boosting (machine learning)BiomarkerMass spectrometryComputer scienceChemistryChromatographyBiochemistryMetabolomics and Mass Spectrometry StudiesMass Spectrometry Techniques and ApplicationsNutritional Studies and Diet