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112 methods in this family.

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This topic's most-referenced foundational methods, in the order they were developed — a place to start if you're new here.

  1. Copy Number Variation Analysis1998–2006by Pinkel et al. (array CGH); Redon et al. (genome-wide CNV map)
  2. Pathway Enrichment Analysis2003–2005by Mootha et al. (2003); systematised by Subramanian et al. (2005)
  3. Gene Set Enrichment Analysis2005 (seminal PNAS paper; predecessor concept in Mootha et al. 2003)by Aravind Subramanian, Pablo Tamayo, Vamsi K. Mootha, Jill P. Mesirov, Todd R. Golub, Eric S. Lander et al. (Broad Institute)
  4. Genome-wide association study2005–2007by Klein et al. (age-related macular degeneration GWAS, 2005); landmark scale: Wellcome Trust Case Control Consortium (2007)
  5. Epigenome-wide association study2008–2011 (term and framework established c. 2011)by Rakyan, Down, Balding & Beck (conceptual framework); Illumina arrays enabled large-scale application
  6. RNA-seq Differential Expression2008–2010 (RNA-seq DE methodology established)by Multiple groups; foundational methods from Anders & Huber (DESeq, 2010), Robinson, McCarthy & Smyth (edgeR, 2010)
  7. Single-cell RNA-seq analysis2009 (first scRNA-seq by Tang et al.); widely adopted 2015–2016by Azim Surani, Barbara Treutlein, and the Regev/McCarroll groups (foundational droplet-based methods ~2015)
  8. Variant Calling2009–2010 (modern high-throughput era)by Li et al. (SAMtools/bcftools, 2009); McKenna et al. (GATK, 2010)
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All methods 112

Admixture AnalysisAncestral State ReconstructionATAC-seq AnalysisChIP-seq Peak CallingCoalescent TheoryCopy Number Variation AnalysisCRISPR Screen AnalysisCryo-EM ReconstructionDe Novo Transcriptome AssemblyDifferential ChIP-seq peak callingDifferential Copy Number Variation AnalysisDifferential Epigenome-Wide Association StudyDifferential eQTL AnalysisDifferential Metabolomics AnalysisDifferential pathway enrichment analysisDifferential proteomics analysisDifferential single-cell RNA-seq analysisDifferential Variant CallingEpigenome-wide association studyEpigenome-wide association study in educational researcheQTL AnalysisF-statistics (FST)GCTAGene Set Enrichment AnalysisGenome-wide association studyGenome-wide association study in educational researchHi-C AnalysisHKA TestHMMER Profile SearchHomology ModelingIBD MappingLD Block AnalysisMachine learning-assisted ChIP-seq peak callingMachine learning-assisted copy number variation analysisMachine learning-assisted epigenome-wide association studyMachine learning-assisted expression quantitative trait loci analysisMachine learning-assisted gene set enrichment analysisMachine learning-assisted genome-wide association studyMachine learning-assisted metabolomics analysisMachine learning-assisted microbiome diversity analysisMachine learning-assisted pathway enrichment analysisMachine learning-assisted phylogenetic analysisMachine learning-assisted RNA-seq differential expressionMachine learning-assisted sequence alignmentMachine learning-assisted single-cell RNA-seq analysisMachine learning-assisted variant callingMcDonald-Kreitman TestMetabolomics analysisMetagenomic BinningMolecular DockingMulti-omics epigenome-wide association studyMulti-omics eQTL analysisMulti-omics gene set enrichment analysisMulti-omics metabolomics analysisMulti-omics microbiome diversity analysisMulti-omics Pathway Enrichment AnalysisMulti-omics Phylogenetic AnalysisMulti-omics proteomics analysisMulti-omics RNA-seq differential expressionMulti-omics single-cell RNA-seq analysisNetwork-based copy number variation analysisNetwork-based epigenome-wide association studyNetwork-based eQTL analysisNetwork-based GWASNetwork-based metabolomics analysisNetwork-based microbiome diversity analysisNetwork-based pathway enrichment analysisNetwork-based Phylogenetic AnalysisNetwork-based RNA-seq differential expressionNetwork-based single-cell RNA-seq analysisNetwork-based variant callingPathway Enrichment AnalysisPharmacophore ModelingPhylogenetic AnalysisPhylogenetic Independent ContrastsPolygenic Risk ScorePPI Network TopologyProteomics AnalysisQSARQTL MappingRNA VelocityRNA-seq Differential ExpressionSelection Sweep (Tajima's D)Sequence AlignmentSingle-cell ChIP-seq peak callingSingle-cell Copy Number Variation AnalysisSingle-cell epigenome-wide association studySingle-cell eQTL analysisSingle-cell Gene Set Enrichment AnalysisSingle-cell GWASSingle-cell metabolomics analysisSingle-cell Microbiome Diversity AnalysisSingle-cell Phylogenetic AnalysisSingle-cell RNA-seq analysisSingle-cell RNA-seq differential expressionSingle-cell sequence alignmentSingle-cell variant callingTime-series ChIP-seq peak callingTime-series copy number variation analysisTime-series Epigenome-wide Association StudyTime-series eQTL analysisTime-series gene set enrichment analysisTime-series metabolomics analysisTime-series microbiome diversity analysisTime-series pathway enrichment analysisTime-series phylogenetic analysisTime-series proteomics analysisTime-series RNA-seq differential expressionTime-series single-cell RNA-seq analysisTime-series variant callingTransmission Disequilibrium TestVariant Calling

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