2005
Aligning Peaks Across Multiple Mass Spectrometry Data Sets Using A Scale-Space Based Approach
Yu W, Li X, Zhao H. Aligning Peaks Across Multiple Mass Spectrometry Data Sets Using A Scale-Space Based Approach. 2005, 126-127. DOI: 10.1109/csbw.2005.19.Peer-Reviewed Original ResearchHierarchical clustering methodScale-space approachAlignment frameworkBased ApproachClustering methodIntensity informationZ-informationAlignment of peaksCurrent approachesPeak alignmentMass spectrometry dataConcrete examplesInformationSpectrometry dataSpace limitationsExtra advantageFrameworkAlignmentParameter determinationSet
2000
Assessing reliability of gene clusters from gene expression data
Zhang K, Zhao H. Assessing reliability of gene clusters from gene expression data. Functional & Integrative Genomics 2000, 1: 156-173. PMID: 11793234, DOI: 10.1007/s101420000019.Peer-Reviewed Original ResearchConceptsStatistical resampling methodsHierarchical clustering methodCluster identification methodNumerical algorithmGene expression dataClustering methodClustering treesResampling methodHierarchical clustering algorithmExpression dataExperiment designClustering algorithmAlgorithmChallenging problemData setsMeasured gene expression levelsEffect of variationData analysisClustersUncertaintyProblemReliability