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Resource Name Proper Citation Abbreviations Resource Type Description Keywords Resource Relationships Related Condition Funding Defining Citation Availability Specification URL Alternate IDs Alternate URLs Old URLs Parent Organization Resource ID Synonyms Record Last Update Mentions Count
SEER
 
Resource Report
Resource Website
500+ mentions
SEER (RRID:SCR_015499) data analysis software, data processing software, sequence analysis software, software application, software resource, source code Sequence element enrichment analysis tool to perform pan-genome-wide association studies in bacteria. bacterial genome association, sequence element enrichment analysis, kmer enrichment analysis is listed by: Debian
is listed by: OMICtools
is hosted by: GitHub
DOI:10.1038/ncomms12797
DOI:10.1101/038463
Available for download OMICS_21699 https://sources.debian.org/src/seer/ SCR_015499 2026-09-05 06:27:56 547
gprege
 
Resource Report
Resource Website
1+ mentions
gprege (RRID:SCR_001324) gprege software resource Software R package for Gaussian Process Ranking and Estimation of Gene Expression time-series. The software fits two Gaussian processes (GPs) with an radial basis function (RBF) (+ noise diagonal) kernel on each profile. One GP kernel is initialized wih a short lengthscale hyperparameter, signal variance as the observed variance and a zero noise variance. It is optimized via scaled conjugate gradients (netlab). A second GP has fixed hyperparameters: zero inverse-width, zero signal variance and noise variance as the observed variance. The log-ratio of marginal likelihoods of the two hypotheses acts as a score of differential expression for the profile. Comparison via receiver operating characteristic curves (ROC curves) is performed against Bayesian hierarchical model for the analysis of time-series (BATS) (Angelini et.al, 2007). differential expression, microarray, preprocessing, time course, bio.tools is listed by: OMICtools
is listed by: Debian
is listed by: bio.tools
has parent organization: Bioconductor
PMID:21599902 Free, Available for download, Freely available OMICS_02011, biotools:gprege http://www.bioconductor.org/packages/release/bioc/html/gprege.html SCR_001324 Gaussian Process Ranking and Estimation of Gene Expression time-series 2026-09-05 06:24:33 1
KAnalyze
 
Resource Report
Resource Website
1+ mentions
KAnalyze (RRID:SCR_001323) software resource A Java toolkit designed to convert DNA and RNA sequences into k-mers. standalone software, java, bio.tools is listed by: OMICtools
is listed by: bio.tools
is listed by: Debian
has parent organization: SourceForge
PMID:24642064 Free, Available for download, Freely available biotools:kanalyze, OMICS_03565 https://bio.tools/kanalyze SCR_001323 2026-09-05 06:24:33 2
beadarray
 
Resource Report
Resource Website
100+ mentions
beadarray (RRID:SCR_001314) beadarray software resource Software package to read bead-level data (raw TIFFs and text files) output by BeadScan as well as bead-summary data from BeadStudio. Methods for quality assessment and low-level analysis are provided. microarray, quality control, one channel, preprocessing, bio.tools is listed by: OMICtools
is listed by: Debian
is listed by: bio.tools
is listed by: SoftCite
has parent organization: Bioconductor
PMID:17586828 GNU General Public License, v2 OMICS_02021, biotools:beadarray https://bio.tools/beadarray SCR_001314 beadarray - Quality assessment and low-level analysis for Illumina BeadArray data 2026-09-05 06:24:32 123
MACAT
 
Resource Report
Resource Website
MACAT (RRID:SCR_001350) MACAT software resource Software library that contains functions to investigate links between differential gene expression and the chromosomal localization of the genes. It is motivated by the common observation of phenomena involving large chromosomal regions in tumor cells. MACAT is the implementation of a statistical approach for identifying significantly differentially expressed chromosome regions. differential expression, microarray, visualization, bio.tools is listed by: OMICtools
is listed by: bio.tools
is listed by: Debian
has parent organization: Bioconductor
PMID:15572464 THIS RESOURCE IS NO LONGER IN SERVICE OMICS_01989, biotools:macat https://bio.tools/macat SCR_001350 MicroArray Chromosome Analysis Tool 2026-09-05 06:24:33 0
lapmix
 
Resource Report
Resource Website
lapmix (RRID:SCR_001347) lapmix software resource Software to identify differentially expressed genes. A hierarchical Bayesian approach is used, and the hyperparameters are estimated using empirical Bayes. differential expression, microarray, bio.tools is listed by: OMICtools
is listed by: Debian
is listed by: bio.tools
has parent organization: Bioconductor
Free, Available for download, Freely available biotools:lapmix, OMICS_01992 https://bio.tools/lapmix SCR_001347 Laplace Mixture Model in Microarray Experiments 2026-09-05 06:24:33 0
FARMS
 
Resource Report
Resource Website
10+ mentions
FARMS (RRID:SCR_001344) FARMS software resource Software using a model-based technique for summarizing high-density oligonucleotide array data at probe level for Affymetrix GeneChips. It is based on a factor analysis model for which a Bayesian maximum a posteriori method optimizes the model parameters under the assumption of Gaussian measurement noise. oligonucleotide array, probe, affymetrix genechip, r, unix, windows, microarray, summarization, bio.tools is listed by: OMICtools
is listed by: bio.tools
is listed by: Debian
has parent organization: Johannes Kepler University of Linz; Linz; Austria
PMID:16473874 Free, Freely Available OMICS_01995, biotools:farms https://bio.tools/farms SCR_001344 Factor Analysis for Robust Microarray Summarization 2026-09-05 06:24:33 28
bridge
 
Resource Report
Resource Website
100+ mentions
bridge (RRID:SCR_001343) bridge software resource Software package to test for differentially expressed genes with microarray data. It can be used with both cDNA microarrays or Affymetrix chip. The packge fits a robust Bayesian hierarchical model for testing for differential expression. Outliers are modeled explicitly using a $t$-distribution. The model includes an exchangeable prior for the variances which allow different variances for the genes but still shrink extreme empirical variances. The model can be used for testing for differentially expressed genes among multiple samples, and can distinguish between the different possible patterns of differential expression when there are three or more samples. Parameter estimation is carried out using a novel version of Markov Chain Monte Carlo that is appropriate when the model puts mass on subspaces of the full parameter space. cdna microarray, affymetrix chip, differential expression, microarray, bio.tools is listed by: OMICtools
is listed by: Debian
is listed by: bio.tools
has parent organization: Bioconductor
PMID:16542223 Free, Available for download, Freely available OMICS_01996, biotools:bridge http://www.bioconductor.org/packages/release/bioc/html/bridge.html SCR_001343 Bayesian Robust Inference for Differential Gene Expression 2026-09-05 06:24:33 157
vsn
 
Resource Report
Resource Website
1+ mentions
vsn (RRID:SCR_001459) vsn software resource Software package that implements a method for normalizing microarray intensities, both between colours within array, and between arrays. The method uses a robust variant of the maximum-likelihood estimator for the stochastic model of microarray data described in the references. The model incorporates data calibration (a.k.a. normalization), a model for the dependence of the variance on the mean intensity, and a variance stabilizing data transformation. Differences between transformed intensities are analogous to normalized log-ratios. However, in contrast to the latter, their variance is independent of the mean, and they are usually more sensitive and specific in detecting differential transcription. microarray, preprocessing, bio.tools is listed by: OMICtools
is listed by: Debian
is listed by: bio.tools
has parent organization: Bioconductor
has parent organization: European Bioinformatics Institute
Free, Available for download, Freely available OMICS_01977, biotools:vsn https://bio.tools/vsn SCR_001459 vsn - Variance stabilization and calibration for microarray data 2026-09-05 06:24:34 6
UNAFold
 
Resource Report
Resource Website
100+ mentions
UNAFold (RRID:SCR_001360) data analysis software, data processing software, software application, software resource Software package for nucleic acid folding and hybridization prediction. It has capabilities to predict folding for single-stranded RNA or DNA through a combination of free energy minimization, partition function calculations and stochastic sampling. The program runs on Unix and Linux platforms as well as Mac OS X and Windows. software, nucleic acid, folding, hybridization, prediction, rna, dna, stochastic sampling, bio.tools is listed by: bio.tools
is listed by: Debian
has parent organization: University at Albany; New York; USA
Free, Available for download, Freely available biotools:unafold, nif-0000-07753 http://mfold.rna.albany.edu/ SCR_001360 The UNAFold Web Server, UNAFold Web Server 2026-09-05 06:24:33 373
Happy
 
Resource Report
Resource Website
10+ mentions
Happy (RRID:SCR_001395) HAPPY data analysis software, data processing software, software application, software resource, source code THIS RESOURCE IS NO LONGER IN SERVICE. Documented on February 28,2023. Software package for Multipoint QTL Mapping in Genetically Heterogeneous Animals (entry from Genetic Analysis Software) The method is implemented in a C-program and there is now an R version of HAPPY. You can run HAPPY remotely from their web server using your own data (or try it out on the data provided for download). qtl, quantitative trait locus, r, c, gene, genetic, genomic, ansi c, unix, irix, sunos, linux, animal model, trait, map, genotype, phenotype, haplotype, linear regression, data set, qtl mapping is listed by: Genetic Analysis Software
is listed by: Debian
has parent organization: Wellcome Trust Centre for Human Genetics
Wellcome Trust PMID:11050180
DOI:10.1073/pnas.230304397
THIS RESOURCE IS NO LONGER IN SERVICE nlx_152594 http://www.well.ox.ac.uk/~rmott/happy.html https://sources.debian.org/src/r-other-mott-happy.hbrem/ SCR_001395 reconstructing HAPlotYpes 2026-09-05 06:24:34 46
aroma.light
 
Resource Report
Resource Website
1+ mentions
aroma.light (RRID:SCR_001312) aroma.light software resource Light-weight software package for normalization and visualization of microarray data using only basic R data types. Software can be used standalone, be utilized in other packages, or be wrapped up in higher-level classes. infrastructure, microarray, preprocessing, visualization, bio.tools is listed by: OMICtools
is listed by: Debian
is listed by: bio.tools
has parent organization: Bioconductor
DOI:10.1186/1471-2105-11-245 Free, Available for download, Freely available OMICS_01998, biotools:aroma.light https://bio.tools/aroma.light, https://sources.debian.org/src/r-bioc-aroma.light/ SCR_001312 2026-09-05 06:24:32 1
BeadDataPackR
 
Resource Report
Resource Website
BeadDataPackR (RRID:SCR_001310) BeadDataPackR software resource Software that provides functionality for the compression and decompression of raw bead-level data from the Illumina BeadArray platform. microarray, bio.tools is listed by: OMICtools
is listed by: bio.tools
is listed by: Debian
has parent organization: Bioconductor
PMID:20981138 Free, Available for download, Freely available biotools:beaddatapackr, OMICS_02023 https://bio.tools/beaddatapackr SCR_001310 BeadDataPackR - Compression of Illumina BeadArray data 2026-09-05 06:24:32 0
OLIN
 
Resource Report
Resource Website
10+ mentions
OLIN (RRID:SCR_001304) OLIN software resource Software functions for normalization of two-color microarrays by optimised local regression and for detection of artifacts in microarray data. r, normalization, visualization, quality control, two-channel, microarray, preprocessing, bio.tools is listed by: OMICtools
is listed by: bio.tools
is listed by: Debian
has parent organization: Humboldt University of Berlin; Berlin; Germany
has parent organization: Bioconductor
PMID:15585527 Free, Available for download, Freely available biotools:olin, OMICS_02029 http://itb.biologie.hu-berlin.de/~futschik/software/R/OLIN/index.html SCR_001304 Optimised Local Intensity-dependent Normalisation 2026-09-05 06:24:32 18
qcmetrics
 
Resource Report
Resource Website
1+ mentions
qcmetrics (RRID:SCR_001303) qcmetrics software resource Software package that provides a framework for generic quality control of data. It permits to create, manage and visualise individual or sets of quality control metrics and generate quality control reports in various formats. mass spectrometry, microarray, proteomics, quality control, visualization, bio.tools is listed by: OMICtools
is listed by: Debian
is listed by: bio.tools
has parent organization: Bioconductor
Free, Available for download, Freely available OMICS_02032, biotools:qcmetrics, BioTools:qcmetrics https://bio.tools/qcmetrics, https://bio.tools/qcmetrics, https://bio.tools/qcmetrics SCR_001303 qcmetrics - A Framework for Quality Control 2026-09-05 06:24:32 1
DEXUS
 
Resource Report
Resource Website
1+ mentions
DEXUS (RRID:SCR_001309) DEXUS software resource Software package that identifies differentially expressed genes in RNA-Seq data under all possible study designs such as studies without replicates, without sample groups, and with unknown conditions. It works also for known conditions, for example for RNA-Seq data with two or multiple conditions. RNA-Seq read count data can be provided both by the S4 class Count Data Set and by read count matrices. Differentially expressed transcripts can be visualized by heatmaps, in which unknown conditions, replicates, and samples groups are also indicated. This software is fast since the core algorithm is written in C. For very large data sets, a parallel version of DEXUS is provided in this package. DEXUS is a statistical model that is selected in a Bayesian framework by an EM algorithm. It does not need replicates to detect differentially expressed transcripts, since the replicates (or conditions) are estimated by the EM method for each transcript. The method provides an informative/non-informative value to extract differentially expressed transcripts at a desired significance level or power. classification, differential expression, gene expression, hapmap, quality control, rna-seq, sequencing, bio.tools is listed by: OMICtools
is listed by: bio.tools
is listed by: Debian
has parent organization: Bioconductor
PMID:24049071 Free, Available for download, Freely available biotools:dexus, OMICS_02024 http://www.bioconductor.org/packages/release/bioc/html/dexus.html SCR_001309 DEXUS - Identifying Differential Expression in RNA-Seq Studies with Unknown Conditions or without Replicates 2026-09-05 06:24:32 1
Mugsy
 
Resource Report
Resource Website
50+ mentions
Mugsy (RRID:SCR_001414) data analysis software, data processing software, sequence analysis software, software application, software resource Software resource for multiple whole genome alignment. It uses Nucmer, a custom graph-based segmentation procedure, for pairwise alignment, and the Seqan:TCoffee's multiple alignment strategy. software, genome, genome alignment, segmentation, pairwise alignment, sequence analysis software is listed by: OMICtools
is listed by: Debian
has parent organization: SourceForge
PMID:21148543
DOI:10.1093/bioinformatics/btq665
Free, Available for download, Freely available OMICS_03606 https://sources.debian.org/src/mugsy/ SCR_001414 2026-09-05 06:24:34 75
Enrichr
 
Resource Report
Resource Website
5000+ mentions
Enrichr (RRID:SCR_001575) Enrichr analysis service resource, data analysis service, production service resource, service resource, software application, software resource A web-based gene list enrichment analysis tool that provides various types of visualization summaries of collective functions of gene lists. It includes new gene-set libraries, an alternative approach to rank enriched terms, and various interactive visualization approaches to display enrichment results using the JavaScript library, Data Driven Documents (D3). The software can also be embedded into any tool that performs gene list analysis. System-wide profiling of genes and proteins in mammalian cells produce lists of differentially expressed genes / proteins that need to be further analyzed for their collective functions in order to extract new knowledge. Once unbiased lists of genes or proteins are generated from such experiments, these lists are used as input for computing enrichment with existing lists created from prior knowledge organized into gene-set libraries. bed, gene, software as a service, rna-seq, analyze, protein, function, gene list, visualization, bio.tools is listed by: bio.tools
is listed by: Debian
has parent organization: Icahn School of Medicine at Mount Sinai; New York; USA
PMID:23586463 Free, Freely available biotools:enrichr, SciRes_000171 https://bio.tools/enrichr SCR_001575 2026-09-05 06:24:36 5047
CisGenome
 
Resource Report
Resource Website
50+ mentions
CisGenome (RRID:SCR_001558) data analysis tool Integrated software tool for tiling array, ChIP-seq, genome and cis-regulatory element analysis. sequencing software, chip seq, downstream analysis, chip analysis, bio.tools is listed by: OMICtools
is listed by: bio.tools
is listed by: Debian
works with: TileMap
PMID:18978777 Free, Available for download, Freely available OMICS_00423, biotools:cisgenome https://bio.tools/cisgenome http://biogibbs.stanford.edu/~jihk/CisGenome/index.htm SCR_001558 CisGenome v2.0 2026-09-05 06:24:36 83
DNACLUST
 
Resource Report
Resource Website
1+ mentions
DNACLUST (RRID:SCR_001771) software resource Software program for clustering large number of short similar DNA sequences. It was originally designed for clustering targeted 16S rRNA pyrosequencing reads. cluster, dna sequence, gene, 16s rrna pyrosequencing read, microbiome is listed by: OMICtools
is listed by: Human Microbiome Project
is listed by: Debian
has parent organization: SourceForge
PMID:21718538
DOI:10.1186/1471-2105-12-271
Free, Available for download, Freely available OMICS_01955 https://sources.debian.org/src/dnaclust/ SCR_001771 DNAClust 2026-09-05 06:24:39 9

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