2020
BrainIAK tutorials: User-friendly learning materials for advanced fMRI analysis
Kumar M, Ellis CT, Lu Q, Zhang H, Capotă M, Willke TL, Ramadge PJ, Turk-Browne NB, Norman KA. BrainIAK tutorials: User-friendly learning materials for advanced fMRI analysis. PLOS Computational Biology 2020, 16: e1007549. PMID: 31940340, PMCID: PMC6961866, DOI: 10.1371/journal.pcbi.1007549.Peer-Reviewed Original ResearchConceptsOpen-source Python software packageHigh-performance computing clusterNew programming languageOpen source softwareMachine-learning methodsPython software packageHigh-dimensional fMRI dataComputing clusterFile handlingMachine learningProgramming languageNovice usersDifferent softwareLarge memoryPython packageCustom codeSoftware packageSteep learning curveAdvanced toolsEfficient techniqueMarkov modelEvent segmentationReal-time fMRIAnalysis packageSoftware
2002
Practical Approaches to Analyzing Results of Microarray Experiments
Kaminski N, Friedman N. Practical Approaches to Analyzing Results of Microarray Experiments. American Journal Of Respiratory Cell And Molecular Biology 2002, 27: 125-132. PMID: 12151303, DOI: 10.1165/ajrcmb.27.2.f247.Peer-Reviewed Original ResearchConceptsCommon clustering methodsStatistical meaningLarge-scale gene expression dataMicroarray experimentsClustering methodGene expression dataProblemAdvanced toolsValid directionsMain challengesExpression dataApproachEfficient useTechnologySolutionPractical focusPractical approachSuccessful implementation
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