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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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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 | 2026-02-14 01:59:59 | 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 | 2026-02-14 02:00:01 | 156 | |||||
|
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 | 2026-02-14 02:00:00 | 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 | 2026-02-14 02:00:05 | 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 | 2026-02-14 01:59:58 | 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 | 2026-02-14 02:00:00 | 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 | 2026-02-14 02:00:00 | 1 | |||||
|
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 | 2026-02-14 02:00:12 | 0 | ||||||
|
PurBayes Resource Report Resource Website 10+ mentions |
PurBayes (RRID:SCR_002068) | software resource | An MCMC-based algorithm that uses next-generation sequencing data to estimate tumor purity and clonality for paired tumor-normal data. | software package, unix/linux, mac os x, windows, r, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: CRAN |
PMID:23749958 | Free, Available for download, Freely available | biotools:purbayes, OMICS_03561 | https://bio.tools/purbayes | http://cran.r-project.org/web/packages/PurBayes/ | SCR_002068 | PurBayes: Bayesian Estimation of Tumor Purity and Clonality | 2026-02-14 02:00:18 | 10 | |||||
|
BEETL-fastq Resource Report Resource Website |
BEETL-fastq (RRID:SCR_002341) | software resource | Software tool that not only compresses FASTQ-formatted DNA reads more compactly than gzip but also permits rapid search for k-mer queries within the archived sequences. The full FASTQ record of each matching read or read pair is returned, allowing the search results to be piped directly to any of the many standard tools that accept FASTQ data as input. Searchable compressed archive for DNA reads. | Searchable compressed archive, DNA reads, compresses FASTQ-formatted DNA reads, bio.tools, |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian is related to: Burrows-Wheeler transform |
PMID:24950811 | Free, Available for download, Freely available | OMICS_04900, biotools:beetl | https://bio.tools/beetl | SCR_002341 | 2026-02-14 02:00:16 | 0 | |||||||
|
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 | 2026-02-14 02:00:06 | 82 | |||||
|
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 | 2026-02-14 02:00:09 | 5 | ||||||
|
InterMine Resource Report Resource Website 10+ mentions |
InterMine (RRID:SCR_001772) | software resource | An open source data warehouse system built for the integration and analysis of complex biological data that enables the creation of biological databases accessed by sophisticated web query tools. Parsers are provided for integrating data from many common biological data sources and formats, and there is a framework for adding data. InterMine includes a user-friendly web interface that works "out of the box" and can be easily customized for specific needs, as well as a powerful, scriptable web-service API to allow programmatic access to data. | mac os x, unix/linux, windows, java, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: University of Cambridge; Cambridge; United Kingdom |
Wellcome Trust | PMID:24753429 | Free, Freely available | OMICS_03840, biotools:intermine | https://github.com/intermine/intermine https://bio.tools/intermine |
http://intermine.github.io/intermine.org/ | SCR_001772 | 2026-02-14 02:00:07 | 22 | |||||
|
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 | 2026-02-14 02:00:16 | 0 | ||||||
|
CCAT Resource Report Resource Website 50+ mentions |
CCAT (RRID:SCR_001843) | CCAT | software resource | THIS RESOURCE IS OUT OF SERVICE, documented on April 5, 2017, A software package for the analysis of ChIP-seq data with negative control., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025. | bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Genome Institute of Singapore; Singapore; Singapore |
PMID:20371496 | THIS RESOURCE IS NO LONGER IN SERVICE | OMICS_00428, biotools:ccat | https://bio.tools/ccat | SCR_001843 | Control based ChIP-Seq Analysis Tools | 2026-02-14 02:00:09 | 76 | |||||
|
S-MART Resource Report Resource Website 10+ mentions |
S-MART (RRID:SCR_001908) | S-MART | software resource | Software toolbox that manages your RNA-Seq and ChIP-Seq data and also produces many different plots to visualize your data. It performs several tasks that are usually required during the analysis of mapped RNA-Seq and ChIP-Seq reads, including data selection and data visualization. It includes the selection (or the exclusion) of the data that overlaps with a reference set, clustering and comparative analysis. It also provides many ways to visualize data: size of the reads, density on the genome, distance with respect to a reference set, and the correlation of two data sets (with cloud plots). A computer science background is not required to run it through a graphical interface and it can be run on any personal computer, yielding results within an hour for most queries. | high throughput sequencing, rna-seq, chip-seq, python, linux, ms windows, mac, short-read, selection, visualization, bio.tools, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian |
PMID:21998740 | Free, Available for download, Freely available | OMICS_01937, biotools:mapperanalyzer, biotools:s-mart | https://bio.tools/s-mart https://bio.tools/mapperanalyzer |
SCR_001908 | 2026-02-14 02:00:11 | 23 | ||||||
|
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 | 2026-02-14 02:00:13 | 4 | |||||
|
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 | 2026-02-14 02:00:11 | 6 | |||||
|
pFind Studio: pLink Resource Report Resource Website 10+ mentions |
pFind Studio: pLink (RRID:SCR_000084) | pLink | software resource | Software dedicated for the analysis of chemically cross-linked proteins or protein complexes using mass spectrometry., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025. | mass spectrometry, proteomics, pFind Studio, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Chinese Academy of Sciences; Beijing; China |
PMID:22772728 | THIS RESOURCE IS NO LONGER IN SERVICE | OMICS_02404, biotools:pLink-2 | https://github.com/pFindStudio/pLink3/releases | http://pfind.ict.ac.cn/software/pLink/index.html | SCR_000084 | , pLink, pLink (pFind Studio), pLink2 | 2026-02-14 01:59:37 | 15 | ||||
|
DNAcopy Resource Report Resource Website 100+ mentions |
DNAcopy (RRID:SCR_012560) | DNAcopy | software resource | Software that segments DNA copy number data using circular binary segmentation to detect regions with abnormal copy number. | bio.tools |
is listed by: OMICtools is listed by: Debian is listed by: bio.tools has parent organization: Bioconductor |
OMICS_00720, biotools:dnacopy | https://bio.tools/dnacopy https://sources.debian.org/src/r-bioc-dnacopy/ |
SCR_012560 | 2026-02-14 02:02:42 | 334 |
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