bioconductor.org "Bayesian" keyword
BASiCS 2.24.0
Bayesian Analysis of Single-Cell Sequencing data7 versions - Latest release: 15 days ago - 2 dependent packages - 35.6 thousand downloads total - 88 stars on GitHub - 1 maintainer
Top 0.6% on bioconductor.org
27 versions - Latest release: 23 days ago - 181 dependent packages - 4.42 million downloads total - 4 maintainers
edgeR 4.10.0
Empirical Analysis of Digital Gene Expression Data in R27 versions - Latest release: 23 days ago - 181 dependent packages - 4.42 million downloads total - 4 maintainers
BUMHMM 1.36.0
Computational pipeline for computing probability of modification from structure probing experimen...7 versions - Latest release: about 5 hours ago - 18.6 thousand downloads total - 1 maintainer
Top 0.5% on bioconductor.org
12 versions - Latest release: 23 days ago - 146 dependent packages - 4.39 million downloads total - 330 stars on GitHub - 1 maintainer
DESeq2 1.52.0
Differential gene expression analysis based on the negative binomial distribution12 versions - Latest release: 23 days ago - 146 dependent packages - 4.39 million downloads total - 330 stars on GitHub - 1 maintainer
Top 0.3% on bioconductor.org
20 versions - Latest release: 2 days ago - 322 dependent packages - 7.19 million downloads total - 1 maintainer
limma 3.68.3
Linear Models for Microarray and Omics Data20 versions - Latest release: 2 days ago - 322 dependent packages - 7.19 million downloads total - 1 maintainer
rRDP 1.44.0 removed
Interface to the RDP Classifier6 versions - Latest release: 6 months ago - 22.2 thousand downloads total - 3 stars on GitHub - 1 maintainer
CBN2Path 1.2.0
CBN2Path: an R/Bioconductor package for the analysis of cancer progression pathways using Conjunc...3 versions - Latest release: 4 days ago - 1.93 thousand downloads total - 0 stars on GitHub - 2 maintainers
ccfindR 1.32.0
Cancer Clone Finder7 versions - Latest release: 4 days ago - 1 dependent package - 20.6 thousand downloads total - 1 maintainer
Top 5.3% on bioconductor.org
7 versions - Latest release: 6 days ago - 1 dependent package - 59.1 thousand downloads total - 1 maintainer
puma 3.54.0
Propagating Uncertainty in Microarray Analysis(including Affymetrix tranditional 3' arrays and ex...7 versions - Latest release: 6 days ago - 1 dependent package - 59.1 thousand downloads total - 1 maintainer
R3CPET 1.44.0
3CPET: Finding Co-factor Complexes in Chia-PET experiment using a Hierarchical Dirichlet Process8 versions - Latest release: 6 days ago - 21.9 thousand downloads total - 3 stars on GitHub - 1 maintainer
DEqMS 1.30.0
a tool to perform statistical analysis of differential protein expression for quantitative proteo...7 versions - Latest release: 6 days ago - 31.9 thousand downloads total - 17 stars on GitHub - 1 maintainer
BUSseq 1.18.0
Batch Effect Correction with Unknow Subtypes for scRNA-seq data7 versions - Latest release: 7 days ago - 10.5 thousand downloads total - 0 stars on GitHub - 1 maintainer
scMET 1.14.0
Bayesian modelling of cell-to-cell DNA methylation heterogeneity7 versions - Latest release: 8 days ago - 8.49 thousand downloads total - 18 stars on GitHub - 1 maintainer
bandle 1.16.0
An R package for the Bayesian analysis of differential subcellular localisation experiments7 versions - Latest release: 8 days ago - 9.85 thousand downloads total - 4 stars on GitHub - 1 maintainer
limpa 1.4.0
Quantification and Differential Analysis of Proteomics Data8 versions - Latest release: 8 days ago - 5.51 thousand downloads total - 20 stars on GitHub - 1 maintainer
ClustIRR 1.10.0
Clustering of Immune Receptor Repertoires6 versions - Latest release: 8 days ago - 7.05 thousand downloads total - 5 stars on GitHub - 1 maintainer
Clomial 1.48.0
Infers clonal composition of a tumor7 versions - Latest release: 8 days ago - 24.5 thousand downloads total - 1 maintainer
phenopath 1.36.0
Genomic trajectories with heterogeneous genetic and environmental backgrounds7 versions - Latest release: 9 days ago - 1 dependent package - 24.1 thousand downloads total - 1 maintainer
plasmut 1.10.0
Stratifying mutations observed in cell-free DNA and white blood cells as germline, hematopoietic,...6 versions - Latest release: 9 days ago - 6.33 thousand downloads total - 1 maintainer
OpenStats 1.24.0
A Robust and Scalable Software Package for Reproducible Analysis of High-Throughput genotype-phen...7 versions - Latest release: 9 days ago - 10.7 thousand downloads total - 1 maintainer
GmicR 1.26.0
Combines WGCNA and xCell readouts with bayesian network learrning to generate a Gene-Module Immun...7 versions - Latest release: 10 days ago - 13.1 thousand downloads total - 1 maintainer
INTACT 1.12.0
Integrate TWAS and Colocalization Analysis for Gene Set Enrichment Analysis7 versions - Latest release: 10 days ago - 7.16 thousand downloads total - 17 stars on GitHub - 1 maintainer
GRENITS 1.64.0
Gene Regulatory Network Inference Using Time Series7 versions - Latest release: 10 days ago - 31.8 thousand downloads total - 1 maintainer
MADSEQ 1.36.0 removed
Mosaic Aneuploidy Detection and Quantification using Massive Parallel Sequencing Data6 versions - Latest release: 6 months ago - 15.9 thousand downloads total - 4 stars on GitHub - 1 maintainer
mfa 1.34.0
Bayesian hierarchical mixture of factor analyzers for modelling genomic bifurcations7 versions - Latest release: 10 days ago - 1 dependent package - 21.3 thousand downloads total - 1 maintainer
BayesKnockdown 1.38.0
BayesKnockdown: Posterior Probabilities for Edges from Knockdown Data7 versions - Latest release: 10 days ago - 19.2 thousand downloads total - 1 maintainer
BPRMeth 1.38.0
Model higher-order methylation profiles7 versions - Latest release: 10 days ago - 1 dependent package - 22.4 thousand downloads total - 1 maintainer
Top 4.0% on bioconductor.org
8 versions - Latest release: 11 days ago - 11 dependent packages - 512 thousand downloads total - 1 maintainer
apeglm 1.34.0
Approximate posterior estimation for GLM coefficients8 versions - Latest release: 11 days ago - 11 dependent packages - 512 thousand downloads total - 1 maintainer
CBNplot 1.12.0
plot bayesian network inferred from gene expression data based on enrichment analysis results9 versions - Latest release: 11 days ago - 10.6 thousand downloads total - 56 stars on GitHub - 1 maintainer
Top 8.4% on bioconductor.org
10 versions - Latest release: 11 days ago - 72.7 thousand downloads total - 379 stars on GitHub - 1 maintainer
MOFA2 1.22.0
Multi-Omics Factor Analysis v210 versions - Latest release: 11 days ago - 72.7 thousand downloads total - 379 stars on GitHub - 1 maintainer
Top 5.4% on bioconductor.org
7 versions - Latest release: 11 days ago - 60.3 thousand downloads total - 1 maintainer
limmaGUI 1.88.0
GUI for limma Package With Two Color Microarrays7 versions - Latest release: 11 days ago - 60.3 thousand downloads total - 1 maintainer
AMARETTO 1.28.0
Regulatory Network Inference and Driver Gene Evaluation using Integrative Multi-Omics Analysis an...7 versions - Latest release: 12 days ago - 18.8 thousand downloads total - 1 maintainer
SanityR 1.2.0
R/Bioconductor interface to the Sanity model gene expression analysis2 versions - Latest release: 12 days ago - 1.8 thousand downloads total - 2 stars on GitHub - 1 maintainer
TRONCO 2.44.0
TRONCO, an R package for TRanslational ONCOlogy8 versions - Latest release: 12 days ago - 27.8 thousand downloads total - 1 maintainer
graper 1.28.0
Adaptive penalization in high-dimensional regression and classification with external covariates ...8 versions - Latest release: 13 days ago - 13.3 thousand downloads total - 1 maintainer
beer 1.15.1
Bayesian Enrichment Estimation in R7 versions - Latest release: 13 days ago - 9.84 thousand downloads total - 11 stars on GitHub - 1 maintainer
EBcoexpress 1.56.0
EBcoexpress for Differential Co-Expression Analysis7 versions - Latest release: 13 days ago - 1 dependent package - 33.4 thousand downloads total - 1 maintainer
HiLDA 1.26.0
Conducting statistical inference on comparing the mutational exposures of mutational signatures b...7 versions - Latest release: 13 days ago - 1 dependent package - 14 thousand downloads total - 3 stars on GitHub - 1 maintainer
DifferentialRegulation 2.10.0
Differentially regulated genes from scRNA-seq data11 versions - Latest release: 13 days ago - 9.5 thousand downloads total - 11 stars on GitHub - 1 maintainer
Top 3.5% on bioconductor.org
7 versions - Latest release: 13 days ago - 19 dependent packages - 870 thousand downloads total - 53 stars on GitHub - 1 maintainer
pcaMethods 2.4.0
A collection of PCA methods7 versions - Latest release: 13 days ago - 19 dependent packages - 870 thousand downloads total - 53 stars on GitHub - 1 maintainer
decontX 1.10.0
Decontamination of single cell genomics data7 versions - Latest release: 13 days ago - 18.8 thousand downloads total - 1 maintainer
banocc 1.36.0
Bayesian ANalysis Of Compositional Covariance7 versions - Latest release: 14 days ago - 19.3 thousand downloads total - 2 maintainers
Top 4.8% on bioconductor.org
7 versions - Latest release: 14 days ago - 80.8 thousand downloads total - 1 maintainer
affylmGUI 1.86.0
GUI for limma Package with Affymetrix Microarrays7 versions - Latest release: 14 days ago - 80.8 thousand downloads total - 1 maintainer
cellmig 1.2.0
Uncertainty-aware quantitative analysis of high-throughput live cell migration data3 versions - Latest release: 14 days ago - 1.85 thousand downloads total - 1 stars on GitHub - 1 maintainer
BUScorrect 1.30.0
Batch Effects Correction with Unknown Subtypes7 versions - Latest release: 15 days ago - 14.1 thousand downloads total - 1 maintainer
HiCPotts 1.2.0
HiCPotts: Hierarchical Modeling to Identify and Correct Genomic Biases in Hi-C2 versions - Latest release: 15 days ago - 1.86 thousand downloads total - 0 stars on GitHub - 1 maintainer
BaalChIP 1.38.0
BaalChIP: Bayesian analysis of allele-specific transcription factor binding in cancer genomes7 versions - Latest release: 15 days ago - 22.7 thousand downloads total - 1 maintainer
Top 3.8% on bioconductor.org
7 versions - Latest release: 16 days ago - 6 dependent packages - 159 thousand downloads total - 0 stars on GitHub - 1 maintainer
baySeq 2.46.0
Empirical Bayesian analysis of patterns of differential expression in count data7 versions - Latest release: 16 days ago - 6 dependent packages - 159 thousand downloads total - 0 stars on GitHub - 1 maintainer
CoGAPS 3.32.0
Coordinated Gene Activity in Pattern Sets7 versions - Latest release: 16 days ago - 3 dependent packages - 45.5 thousand downloads total - 4 maintainers
DMCFB 1.26.0
Differentially Methylated Cytosines via a Bayesian Functional Approach9 versions - Latest release: 16 days ago - 12.3 thousand downloads total - 0 stars on GitHub - 1 maintainer
scDDboost 1.14.0
A compositional model to assess expression changes from single-cell rna-seq data8 versions - Latest release: 16 days ago - 8.4 thousand downloads total - 0 stars on GitHub - 1 maintainer
normr 1.37.0
Normalization and difference calling in ChIP-seq data7 versions - Latest release: 16 days ago - 26 thousand downloads total - 11 stars on GitHub - 1 maintainer
BG2 1.12.0
Performs Bayesian GWAS analysis for non-Gaussian data using BG27 versions - Latest release: 16 days ago - 7.3 thousand downloads total - 1 maintainer
proDA 1.26.0
Differential Abundance Analysis of Label-Free Mass Spectrometry Data8 versions - Latest release: 20 days ago - 1 dependent package - 25 thousand downloads total - 16 stars on GitHub - 1 maintainer
Melissa 1.27.1
Bayesian clustering and imputationa of single cell methylomes8 versions - Latest release: 20 days ago - 11.7 thousand downloads total - 1 maintainer
protGear 1.16.0
Protein Micro Array Data Management and Interactive Visualization7 versions - Latest release: 20 days ago - 10.9 thousand downloads total - 1 stars on GitHub - 1 maintainer
ctsGE 1.38.0
Clustering of Time Series Gene Expression data7 versions - Latest release: 21 days ago - 19.1 thousand downloads total - 1 stars on GitHub - 1 maintainer
PROPS 1.34.0
PRObabilistic Pathway Score (PROPS)8 versions - Latest release: 21 days ago - 15.8 thousand downloads total - 1 maintainer
queeems 1.0.0
Quantify the Extent of Evolutionary Evidence in Molecular Sequences1 version - Latest release: 22 days ago - 18 downloads total - 1 maintainer
StatescopeR 0.99.36
StatescopeR framework for discovery of cell states from cell type-specific gene expression profil...1 version - Latest release: 22 days ago - 128 downloads total - 1 maintainer
DOTSeq 1.0.0
Genome-wide Detection of Differential ORF Usage1 version - Latest release: 22 days ago - 595 downloads total - 1 maintainer
HiSpaR 1.0.0
Hierarchical Inference of Spatial Positions from Hi-C Data1 version - Latest release: 22 days ago - 198 downloads total - 1 maintainer
Top 4.0% on bioconductor.org
7 versions - Latest release: 22 days ago - 4 dependent packages - 150 thousand downloads total - 30 stars on GitHub - 1 maintainer
ALDEx2 1.44.0
Analysis Of Differential Abundance Taking Sample and Scale Variation Into Account7 versions - Latest release: 22 days ago - 4 dependent packages - 150 thousand downloads total - 30 stars on GitHub - 1 maintainer
GWAS.BAYES 1.22.0
Bayesian analysis of Gaussian GWAS data7 versions - Latest release: 23 days ago - 10.6 thousand downloads total - 1 maintainer
ASSIGN 1.48.0
Adaptive Signature Selection and InteGratioN (ASSIGN)7 versions - Latest release: 23 days ago - 1 dependent package - 31.2 thousand downloads total - 2 stars on GitHub - 4 maintainers
BASiCStan 1.12.0
Stan implementation of BASiCS6 versions - Latest release: 6 months ago - 8.12 thousand downloads total - 0 stars on GitHub - 1 maintainer
IgGeneUsage 1.24.0
Differential gene usage in immune repertoires6 versions - Latest release: 6 months ago - 11.9 thousand downloads total - 6 stars on GitHub - 1 maintainer
RIVER 1.34.0
R package for RIVER (RNA-Informed Variant Effect on Regulation)6 versions - Latest release: 6 months ago - 17.3 thousand downloads total - 10 stars on GitHub - 1 maintainer
Top 4.7% on bioconductor.org
7 versions - Latest release: 6 months ago - 174 thousand downloads total - 646 stars on GitHub - 1 maintainer
infercnv 1.26.0
Infer Copy Number Variation from Single-Cell RNA-Seq Data7 versions - Latest release: 6 months ago - 174 thousand downloads total - 646 stars on GitHub - 1 maintainer
NormalyzerDE 1.28.0
Evaluation of normalization methods and calculation of differential expression analysis statistics6 versions - Latest release: 6 months ago - 27.1 thousand downloads total - 25 stars on GitHub - 1 maintainer
omicplotR 1.30.0
Visual Exploration of Omic Datasets Using a Shiny App6 versions - Latest release: 6 months ago - 16 thousand downloads total - 1 maintainer
metaseqR2 1.22.4
An R package for the analysis and result reporting of RNA-Seq data by combining multiple statisti...8 versions - Latest release: 28 days ago - 13.6 thousand downloads total - 1 maintainer
retrofit 1.10.0
RETROFIT: Reference-free deconvolution of cell mixtures in spatial transcriptomics6 versions - Latest release: 6 months ago - 6.93 thousand downloads total - 3 stars on GitHub - 1 maintainer
KBoost 1.18.0
Inference of gene regulatory networks from gene expression data6 versions - Latest release: 6 months ago - 8.48 thousand downloads total - 4 stars on GitHub - 1 maintainer
BANDITS 1.26.0
BANDITS: Bayesian ANalysis of DIfferenTial Splicing8 versions - Latest release: 6 months ago - 1 dependent package - 18 thousand downloads total - 19 stars on GitHub - 1 maintainer
Top 4.9% on bioconductor.org
6 versions - Latest release: 6 months ago - 76.4 thousand downloads total - 1 maintainer
scde 2.38.0
Single Cell Differential Expression6 versions - Latest release: 6 months ago - 76.4 thousand downloads total - 1 maintainer
covEB 1.36.0
Empirical Bayes estimate of block diagonal covariance matrices6 versions - Latest release: 6 months ago - 17.3 thousand downloads total - 1 maintainer
gemma.R 3.6.1
A wrapper for Gemma's Restful API to access curated gene expression data and differential express...18 versions - Latest release: 4 months ago - 9.91 thousand downloads total - 10 stars on GitHub - 1 maintainer
tigre 1.64.0
Transcription factor Inference through Gaussian process Reconstruction of Expression6 versions - Latest release: 6 months ago - 36.5 thousand downloads total - 0 stars on GitHub - 1 maintainer
gemini 1.24.0
GEMINI: Variational inference approach to infer genetic interactions from pairwise CRISPR screens6 versions - Latest release: 6 months ago - 11 thousand downloads total - 15 stars on GitHub - 1 maintainer
ternarynet 1.54.0
Ternary Network Estimation6 versions - Latest release: 6 months ago - 26.8 thousand downloads total - 1 maintainer
sccomp 2.2.0
Differential Composition and Variability Analysis for Single-Cell Data6 versions - Latest release: 6 months ago - 11.6 thousand downloads total - 112 stars on GitHub - 1 maintainer
roastgsa 1.8.0
Rotation based gene set analysis5 versions - Latest release: 6 months ago - 6.34 thousand downloads total - 0 stars on GitHub - 1 maintainer
bacon 1.38.0
Controlling bias and inflation in association studies using the empirical null distribution6 versions - Latest release: 6 months ago - 31.2 thousand downloads total - 1 maintainer
wavClusteR 2.44.0
Sensitive and highly resolved identification of RNA-protein interaction sites in PAR-CLIP data6 versions - Latest release: 6 months ago - 26.6 thousand downloads total - 1 maintainer
MetaboDynamics 2.0.2
Bayesian analysis of longitudinal metabolomics data4 versions - Latest release: 5 months ago - 3.94 thousand downloads total - 5 stars on GitHub - 1 maintainer
Top 7.5% on bioconductor.org
9 versions - Latest release: 6 months ago - 2 dependent packages - 81.2 thousand downloads total - 133 stars on GitHub - 1 maintainer
celda 1.26.0
CEllular Latent Dirichlet Allocation9 versions - Latest release: 6 months ago - 2 dependent packages - 81.2 thousand downloads total - 133 stars on GitHub - 1 maintainer
BAGS 2.50.0
A Bayesian Approach for Geneset Selection6 versions - Latest release: 7 months ago - 29.4 thousand downloads total - 1 maintainer
RJMCMCNucleosomes 1.30.0
Bayesian hierarchical model for genome-wide nucleosome positioning with high-throughput short-rea...4 versions - Latest release: over 1 year ago - 11.2 thousand downloads total - 0 stars on GitHub - 1 maintainer
scDD 1.28.0
Mixture modeling of single-cell RNA-seq data to identify genes with differential distributions3 versions - Latest release: about 2 years ago - 1 dependent package - 22.1 thousand downloads total - 33 stars on GitHub - 1 maintainer
IsoBayes 1.2.7
IsoBayes: Single Isoform protein inference Method via Bayesian Analyses5 versions - Latest release: over 1 year ago - 2.24 thousand downloads total - 7 stars on GitHub - 1 maintainer
hummingbird 1.14.0
Bayesian Hidden Markov Model for the detection of differentially methylated regions3 versions - Latest release: about 2 years ago - 4.86 thousand downloads total - 1 maintainer
calm 1.18.0
Covariate Assisted Large-scale Multiple testing3 versions - Latest release: almost 2 years ago - 5.83 thousand downloads total - 0 stars on GitHub - 1 maintainer
deco 1.18.0 removed
Decomposing Heterogeneous Cohorts using Omic Data Profiling2 versions - Latest release: over 2 years ago - 4.59 thousand downloads total - 4 stars on GitHub - 1 maintainer
IntOMICS 1.4.0 removed
Integrative analysis of multi-omics data to infer regulatory networks3 versions - Latest release: about 2 years ago - 1.07 thousand downloads total - 0 stars on GitHub - 1 maintainer
STdeconvolve 1.12.0 removed
Reference-free Cell-Type Deconvolution of Multi-Cellular Spatially Resolved Transcriptomics Data5 versions - Latest release: about 1 year ago - 7.67 thousand downloads total - 1 maintainer
ATACCoGAPS 1.8.0 removed
Analysis Tools for scATACseq Data with CoGAPS4 versions - Latest release: over 1 year ago - 2.99 thousand downloads total - 4 stars on GitHub - 1 maintainer
EBSeqHMM 1.38.0 removed
Bayesian analysis for identifying gene or isoform expression changes in ordered RNA-seq experiments3 versions - Latest release: about 2 years ago - 17.8 thousand downloads total - 1 maintainer
BDMMAcorrect 1.22.0 removed
Meta-analysis for the metagenomic read counts data from different cohorts3 versions - Latest release: about 2 years ago - 6.75 thousand downloads total - 1 maintainer
sparseDOSSA 1.28.0 removed
Sparse Data Observations for Simulating Synthetic Abundance3 versions - Latest release: about 2 years ago - 8.65 thousand downloads total - 1 maintainer
Related Keywords
Software
102
GeneExpression
53
ImmunoOncology
40
Sequencing
40
DifferentialExpression
35
RNASeq
34
Clustering
29
Regression
27
SingleCell
26
MultipleComparison
22
Genetics
19
Transcriptomics
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Transcription
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StatisticalMethod
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DataImport
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Normalization
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BatchEffect
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Preprocessing
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Microarray
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TimeCourse
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Proteomics
12
BiomedicalInformatics
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QualityControl
11
GeneRegulation
11
GeneSetEnrichment
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Coverage
10
Network
10
Visualization
10
Classification
10
SystemsBiology
9
Epigenetics
9
FeatureExtraction
8
DifferentialSplicing
8
ChIPSeq
8
AlternativeSplicing
8
GraphAndNetwork
8
NetworkInference
8
CellBiology
8
Pathways
7
FunctionalGenomics
7
mRNAMicroarray
7
OneChannel
6
DNAMethylation
6
Metabolomics
5
ProprietaryPlatforms
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TwoChannel
5
Microbiome
5
bioinformatics
5
Metagenomics
5
MassSpectrometry
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ExonArray
5
Spatial
5
bayesian
5
HiddenMarkovModel
5
DifferentialMethylation
5
SomaticMutation
4
GUI
4
CopyNumberVariation
4
KEGG
4
r
4
DimensionReduction
4
GenomeWideAssociation
4
MicroRNAArray
4
MathematicalBiology
3
DNASeq
3
ExperimentalDesign
3
PrincipalComponent
3
GeneticVariability
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GenomicVariation
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Alignment
3
bioconductor
3
single-cell
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SNP
3
b-cell-receptor
2
clustering
2
immunoinformatics
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immunology
2
Survival
2
ResearchField
2
WorkflowStep
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RIPSeq
2
r-package
2
MethylationArray
2
VariantDetection
2
GeneTarget
2
AssayDomain
2
FunctionalPrediction
2
transcriptomics
2
PeakDetection
2
differential-expression
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BiologicalQuestion
2
SequenceMatching
2
heterogeneity
2
Cheminformatics
2
HiC
2
StructuralPrediction
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SAGE
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limma
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GenePrediction
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patients-stratification
1