Plasma metabolic signatures for intracranial aneurysm and its rupture identified by pseudotargeted metabolomics
Kaijian Sun, Xin Zhang, Xin Li, Xifeng Li, Shixing Su, Yunhao Luo, Hao Tian, Meiqin Zeng, Cheng Wang, Yugu Xie, Nan Zhang, Ying Cao, Zhaohua Zhu, Qianlin Ni, Wenchao Liu, Fangbo Xia, Xuying He, Zunji Shi, Chuanzhi Duan, Haitao Sun
Topics & Concepts
MetabolomicsLasso (programming language)Random forestKEGGMetaboliteMedicineReceiver operating characteristicMetabolic pathwayFeature selectionMetabolomeComputational biologyInternal medicineBioinformaticsMetabolismBiologyBiochemistryMachine learningComputer scienceGene ontologyGeneGene expressionWorld Wide WebIntracranial Aneurysms: Treatment and ComplicationsFolate and B Vitamins ResearchMetabolomics and Mass Spectrometry Studies