Searching the RRID Resource Information Network
Are you sure you want to leave this community? Leaving the community will revoke any permissions you have been granted in this community.
SciCrunch Registry is a curated repository of scientific resources, with a focus on biomedical resources, including tools, databases, and core facilities - visit SciCrunch to register your resource.
| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
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 | 2026-08-29 11:21:01 | 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 | 2026-08-29 11:20:50 | 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 | 2026-08-29 11:20:49 | 18 | |||||
|
Simpleaffy Resource Report Resource Website 50+ mentions |
Simpleaffy (RRID:SCR_001302) | Simpleaffy | data analysis software, data processing software, software application, software resource | Software package that provides high level functions for reading Affy .CEL files, phenotypic data, and then computing simple things with it, such as t-tests, fold changes and the like. It makes heavy use of the affy library. It also has some basic scatter plot functions and mechanisms for generating high resolution journal figures. | affymetrix, annotation, data import, differential expression, microarray, one channel, preprocessing, quality control, report writing, transcription, visualization |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:16076888 | GNU General Public License, v2 or newer | OMICS_02034 | SCR_001302 | Simpleaffy - Very simple high level analysis of Affymetrix data | 2026-08-29 11:21:01 | 85 | ||||||
|
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 | 2026-08-29 11:20:40 | 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 | 2026-08-29 11:20:40 | 1 | |||||
|
rMAT Resource Report Resource Website 10+ mentions |
rMAT (RRID:SCR_001583) | data analysis software, data processing software, software application, software resource, source code | Software package for normalizing and analyzing tiling arrays and ChIP-chip data. It is the R-version of a MAT program. | chip-seq, normalize data, tiling array, mat, r |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:20089513 | Free, Available for download, Freely available | OMICS_00810 | http://www.rglab.org | SCR_001583 | 2026-08-29 11:20:57 | 16 | |||||||
|
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 | 2026-08-29 11:20:43 | 6 | ||||||
|
CGHcall Resource Report Resource Website 10+ mentions |
CGHcall (RRID:SCR_001578) | data analysis software, data processing software, software application, software resource | Software that calls aberrations for array CGH data using a six state mixture model and several biological concepts. It is written in R. | cgh data analysis, objective classification, data aberration |
is listed by: OMICtools is hosted by: Bioconductor |
Free, Available for download, Freely available | OMICS_00709 | SCR_001578 | 2026-08-29 11:20:46 | 32 | |||||||||
|
CNVrd2 Resource Report Resource Website 1+ mentions |
CNVrd2 (RRID:SCR_001723) | software resource | A software package that uses next-generation sequencing data to measure human gene copy number for multiple samples, indentify SNPs tagging copy number variants and detect copy number polymorphic genomic regions. | standalone software, illumina, unix/linux, mac os x, windows, r, clustering., copy number variation, coverage, linkage disequilibrium, snp, sequencing |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:23646200 | Free, Available for download, Freely available | OMICS_03924 | http://www.bioconductor.org/packages/release/bioc/html/CNVrd2.html, https://github.com/hoangtn/CNVrd2 | SCR_001723 | CNVrd2: a read depth-based method to detect and genotype complex common copy number variants from next generation sequencing data | 2026-08-29 11:21:01 | 5 | ||||||
|
sSeq Resource Report Resource Website 10+ mentions |
sSeq (RRID:SCR_001719) | sSeq | software resource | Software package to discover the genes that are differentially expressed between two conditions in RNA-seq experiments. Gene expression is measured in counts of transcripts and modeled with the Negative Binomial (NB) distribution using a shrinkage approach for dispersion estimation. The method of moment (MM) estimates for dispersion are shrunk towards an estimated target, which minimizes the average squared difference between the shrinkage estimates and the initial estimates. The exact per-gene probability under the NB model is calculated, and used to test the hypothesis that the expected expression of a gene in two conditions identically follow a NB distribution. | rna-seq, differential expression |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:23589650 | Free, Available for download, Freely available | OMICS_01962 | SCR_001719 | sSeq - Shrinkage estimation of dispersion in Negative Binomial models for RNA-seq experiments with small sample size | 2026-08-29 11:21:05 | 49 | ||||||
|
unifiedWMWqPCR Resource Report Resource Website |
unifiedWMWqPCR (RRID:SCR_001706) | software resource | Software package that implements the unified Wilcoxon-Mann-Whitney Test for qPCR data. This modified test allows for testing differential expression in qPCR data. | standalone software, mac os x, unix/linux, windows, r, gene expression, microtitre plate assay, qpcr, differential expression, multiple comparison, quality control, visualization, qpcr, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Bioconductor |
PMID:24794933 | Free, Available for download, Freely available | OMICS_03937, biotools:unifiedwmwqpcr | https://bio.tools/unifiedwmwqpcr | SCR_001706 | unifiedWMWqPCR - Unified Wilcoxon-Mann Whitney Test for testing differential expression in qPCR data | 2026-08-29 11:20:48 | 0 | ||||||
|
RSVSim Resource Report Resource Website 10+ mentions |
RSVSim (RRID:SCR_001777) | software resource | A software package for the simulation of deletions, insertions, inversions, tandem duplications and translocations of various sizes in any genome available as FASTA-file or data package in R. SV breakpoints can be placed uniformly accross the whole genome, with a bias towards repeat regions and regions of high homology (for hg19) or at user-supplied coordinates. | unix/linux, mac os x, windows, r, sequencing, structural variation |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:23620362 | Free, Available for download, Freely available | OMICS_03822 | SCR_001777 | RSVSim: an R/Bioconductor package for the simulation of structural variations | 2026-08-29 11:21:03 | 16 | |||||||
|
TCC Resource Report Resource Website 10+ mentions |
TCC (RRID:SCR_001779) | TCC | software resource | An R package that provides a series of functions for differential expression analysis from RNA-seq count data using robust normalization strategy (called DEGES). The basic idea of DEGES is that potential differentially expressed genes or transcripts (DEGs) among compared samples should be removed before data normalization to obtain a well-ranked gene list where true DEGs are top-ranked and non-DEGs are bottom ranked. This can be done by performing a multi-step normalization strategy (called DEGES for DEG elimination strategy). A major characteristic of TCC is to provide the robust normalization methods for several kinds of count data (two-group with or without replicates, multi-group/multi-factor, and so on) by virtue of the use of combinations of functions in other sophisticated packages (especially edgeR, DESeq, and baySeq). | rna-seq, differential expression, high throughput sequencing |
is listed by: OMICtools has parent organization: Bioconductor has parent organization: University of Tokyo; Tokyo; Japan |
PMID:23837715 | Free, Available for download, Freely available | OMICS_01952 | SCR_001779 | Tag Count Comparison, TCC: Differential expression analysis for tag count data with robust normalization strategies | 2026-08-29 11:21:06 | 10 | ||||||
|
SamSPECTRAL Resource Report Resource Website 1+ mentions |
SamSPECTRAL (RRID:SCR_001858) | software resource | Software that identifies cell population in flow cytometry data. It demonstrates significant advantages in proper identification of populations with non-elliptical shapes, low density populations close to dense ones, minor subpopulations of a major population and rare populations. It samples large data such that spectral clustering is possible while preserving density information in edge weights. More specifically, given a matrix of coordinates as input, SamSPECTRAL first builds the communities to sample the data points. Then, it builds a graph and after weighting the edges by conductance computation, the graph is passed to a classic spectral clustering algorithm to find the spectral clusters. The last stage of SamSPECTRAL is to combine the spectral clusters. The resulting connected components estimate biological cell populations in the data sample. | software package, mac os x, unix/linux, windows, r, cell biology, clustering, flow cytometry, stem cell, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Bioconductor |
Cancer, HIV | PMID:20667133 | Free, Available for download, Freely available | OMICS_05638, biotools:samspectral | https://bio.tools/samspectral | SCR_001858 | SamSPECTRAL - Identifies cell population in flow cytometry data | 2026-08-29 11:21:07 | 4 | |||||
|
RchyOptimyx Resource Report Resource Website 1+ mentions |
RchyOptimyx (RRID:SCR_001889) | software resource | Software that constructs a hierarchy of cells using flow cytometry for maximization of an external variable (e.g., a clinical outcome or a cytokine response). | software package, mac os x, unix/linux, windows, r, flow cytometry |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:23044634 | THIS RESOURCE IS NO LONGER IN SERVICE | OMICS_05637 | SCR_001889 | RchyOptimyx - Optimyzed Cellular Hierarchies for Flow Cytometry, RchyOptimyx: Optimyzed Cellular Hierarchies for Flow Cytometry | 2026-08-29 11:21:06 | 3 | |||||||
|
CQN Resource Report Resource Website 1+ mentions |
CQN (RRID:SCR_001786) | CQN | software resource | A normalization tool for RNA-Seq data, implementing the conditional quantile normalization method. | rna-seq, differential expression, preprocessing, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Bioconductor has parent organization: Johns Hopkins Bloomberg School of Public Health; Maryland; USA |
PMID:22285995 | Free, Available for download, Freely available | OMICS_01949, biotools:cqn | https://bio.tools/cqn | SCR_001786 | Conditional Quantile Normalization | 2026-08-29 11:21:03 | 6 | |||||
|
SPADE Resource Report Resource Website 100+ mentions |
SPADE (RRID:SCR_001810) | data analysis software, data processing software, data visualization software, software application, software resource | An analysis and visualization software tool for high dimensional flow cytometry data that organizes cells into hierarchies of related phenotypes. | software package, mac os x, unix/linux, windows, r, clustering, flow cytometry, gui, graph, network, visualization |
is listed by: OMICtools has parent organization: Bioconductor is a plug in for: FlowJo |
PMID:21964415 | Free, Available for download, Freely available | OMICS_05639 | http://cytospade.org/ | http://www.bioconductor.org/packages/release/bioc/html/spade.html | SCR_001810 | Spanning tree Progression of Density normalized Events, SPADE - An analysis and visualization tool for Flow Cytometry | 2026-08-29 11:20:51 | 285 | |||||
|
flowType Resource Report Resource Website 1+ mentions |
flowType (RRID:SCR_001957) | software resource | Software for phenotyping Flow Cytometry assays using multidimentional expansion of single dimentional partitions. | software package, mac os x, unix/linux, windows, r, flow cytometry |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:22383736 | THIS RESOURCE IS NO LONGER IN SERVICE | OMICS_05613 | SCR_001957 | flowType - Phenotyping Flow Cytometry Assays | 2026-08-29 11:21:09 | 9 | |||||||
|
ADaCGH2 Resource Report Resource Website |
ADaCGH2 (RRID:SCR_001981) | software resource | Software for analysis and plotting of array comparative genomic hybridization (CGH) data. It allows usage of Circular Binary Segementation, wavelet-based smoothing (both as in Liu et al., and HaarSeg as in Ben-Yaacov and Eldar), HMM, BioHMM, GLAD, CGHseg. Most computations are parallelized (either via forking or with clusters, including MPI and sockets clusters) and use ff for storing data. | standalone software, mac os x, unix/linux, windows, r, copy number variant, microarray, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Bioconductor |
PMID:24532724 | Free, Available for download, Freely available | biotools:adacgh2, OMICS_03697 | https://bio.tools/adacgh2 | SCR_001981 | ADaCGH2 - Analysis of big data from aCGH experiments using parallel computing and ff objects | 2026-08-29 11:20:56 | 0 |
Can't find your Tool?
We recommend that you click next to the search bar to check some helpful tips on searches and refine your search firstly. Alternatively, please register your tool with the SciCrunch Registry by adding a little information to a web form, logging in will enable users to create a provisional RRID, but it not required to submit.
Welcome to the NIF Resources search. From here you can search through a compilation of resources used by NIF and see how data is organized within our community.
You are currently on the Community Resources tab looking through categories and sources that NIF has compiled. You can navigate through those categories from here or change to a different tab to execute your search through. Each tab gives a different perspective on data.
If you have an account on NIF then you can log in from here to get additional features in NIF such as Collections, Saved Searches, and managing Resources.
Here is the search term that is being executed, you can type in anything you want to search for. Some tips to help searching:
If you are logged into NIF you can add data records to your collections to create custom spreadsheets across multiple sources of data.
Here are the facets that you can filter the data by.
If you have any further questions please check out our FAQs Page to ask questions and see our tutorials. Click this button to view this tutorial again.
Welcome to the Neuroscience Information Framework Project, designed to serve the biomedical research community. NIF maintains the largest searchable collection of neuroscience data, the largest catalog of biomedical resources, and the largest ontology for neuroscience on the web. We welcome all feedback and suggestions and are actively looking for resource providers to make their resources accessible through NIF. Learn about the tools available to help you share your data and discover a dynamic inventory of Web-based neuroscience resources.
