Identification of crucial genes for predicting the risk of atherosclerosis with system lupus erythematosus based on comprehensive bioinformatics analysis and machine learning
Chunjiang Liu, Yufei Zhou, Yue Zhou, Xiaoqi Tang, Liming Tang, Jiajia Wang
Topics & Concepts
Receiver operating characteristicRandom forestSupport vector machineNomogramComputational biologyGeneFeature selectionMicroarray analysis techniquesMicroarrayImmune systemSystemic lupus erythematosusGene co-expression networkBiologyMachine learningBioinformaticsComputer scienceGene expressionImmunologyMedicineGeneticsOncologyGene ontologyDiseasePathologySystemic Lupus Erythematosus Researchinterferon and immune responsesFerroptosis and cancer prognosis