Robust correlation estimation and UMAP assisted topological analysis of omics data for disease subtyping
Arif Ahmad Rather, Manzoor Ahmad Chachoo
Topics & Concepts
Cluster analysisSubtypingComputer scienceDimensionality reductionData miningRobustness (evolution)CorrelationClustering high-dimensional dataCurse of dimensionalityFeature selectionMachine learningArtificial intelligenceMathematicsBiologyGeneGeometryBiochemistryProgramming languageGene expression and cancer classificationBioinformatics and Genomic NetworksSingle-cell and spatial transcriptomics