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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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MDQC Resource Report Resource Website |
MDQC (RRID:SCR_001352) | MDQC | software resource | A multivariate quality assessment software for microarrays based on quality control (QC) reports. The Mahalanobis distance of an array's quality attributes is used to measure the similarity of the quality of that array against the quality of the other arrays. Then, arrays with unusually high distances can be flagged as potentially low-quality. | microarray, quality control |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:17933854 | Free, Available for download, Freely available | OMICS_01987 | SCR_001352 | SciCrunch Registry | Mahalanobis Distance Quality Control for microarrays | 2026-10-17 01:24:53 | 0 | ||||||
|
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 | SciCrunch Registry | MicroArray Chromosome Analysis Tool | 2026-10-17 01:24:58 | 0 | |||||
|
nnNorm Resource Report Resource Website |
nnNorm (RRID:SCR_001354) | nnNorm | software resource | Software package that allows to detect and correct for spatial and intensity biases with two-channel microarray data. The normalization method implemented in this package is based on robust neural networks fitting. | microarray, preprocessing |
is listed by: OMICtools has parent organization: Bioconductor |
Free, Available for download, Freely available | OMICS_01985 | SCR_001354 | SciCrunch Registry | nnNorm - Spatial and intensity based normalization of cDNA microarray data based on robust neural nets | 2026-10-17 01:24:58 | 0 | |||||||
|
maCorrPlot Resource Report Resource Website 1+ mentions |
maCorrPlot (RRID:SCR_001348) | maCorrPlot | software resource | Software that graphically displays correlation in microarray data that is due to insufficient normalization. | microarray, preprocessing, visualization |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:15799785 | Free, Available for download, Freely available | OMICS_01991 | SCR_001348 | SciCrunch Registry | maCorrPlot - Visualize artificial correlation in microarray data | 2026-10-17 01:24:53 | 2 | ||||||
|
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 | SciCrunch Registry | Laplace Mixture Model in Microarray Experiments | 2026-10-17 01:25:08 | 0 | ||||||
|
OCplus Resource Report Resource Website 1+ mentions |
OCplus (RRID:SCR_001342) | OCplus | software resource | Software package that allows to characterize the operating characteristics of a microarray experiment, i.e. the trade-off between false discovery rate and the power to detect truly regulated genes. The package includes tools both for planned experiments (for sample size assessment) and for already collected data (identification of differentially expressed genes). | differential expression, microarray, multiple comparison |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:16368770 | Free, Available for download, Freely available | OMICS_01999 | SCR_001342 | SciCrunch Registry | Ocplus - Operating characteristics plus sample size and local fdr for microarray experiments | 2026-10-17 01:24:58 | 1 | ||||||
|
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 | SciCrunch Registry | Bayesian Robust Inference for Differential Gene Expression | 2026-10-17 01:25:08 | 157 | |||||
|
CALIB Resource Report Resource Website 100+ mentions |
CALIB (RRID:SCR_001338) | CALIB | software resource | Software package that contains functions for normalizing spotted microarray data, based on a physically motivated calibration model. The model parameters and error distributions are estimated from external control spikes. | microarray, preprocessing |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:17485432 | Free, Available for download, Freely available | OMICS_02003 | http://www.bioconductor.org/packages/release/bioc/html/CALIB.html | SCR_001338 | SciCrunch Registry | 2026-10-17 01:24:58 | 141 | ||||||
|
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 | SciCrunch Registry | vsn - Variance stabilization and calibration for microarray data | 2026-10-17 01:25:00 | 6 | ||||||
|
LPE Resource Report Resource Website |
LPE (RRID:SCR_001364) | LPE | software resource | Software library used to do significance analysis of microarray data with small number of replicates. It uses resampling based FDR adjustment, and gives less conservative results than traditional "BH" or "BY" procedures. Data accepted is raw data in txt format from MAS4, MAS5 or dChip. Data can also be supplied after normalization. LPE library is primarily used for analyzing data between two conditions. | differential expression, microarray |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:18450812 | Free, Available for download, Freely available | OMICS_01978 | SCR_001364 | SciCrunch Registry | Local Pooled Error | 2026-10-17 01:24:59 | 0 | ||||||
|
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 | SciCrunch Registry | 2026-10-17 01:25:06 | 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 | SciCrunch Registry | BeadDataPackR - Compression of Illumina BeadArray data | 2026-10-17 01:24:57 | 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 | SciCrunch Registry | Optimised Local Intensity-dependent Normalisation | 2026-10-17 01:24:52 | 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 | SciCrunch Registry | qcmetrics - A Framework for Quality Control | 2026-10-17 01:25:06 | 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 | SciCrunch Registry | DEXUS - Identifying Differential Expression in RNA-Seq Studies with Unknown Conditions or without Replicates | 2026-10-17 01:24:52 | 1 | |||||
|
HEM Resource Report Resource Website |
HEM (RRID:SCR_000194) | HEM | software resource | Software package that fits heterogeneous error models for analysis of microarray data | differential expression, microarray |
is listed by: OMICtools has parent organization: Bioconductor has parent organization: University of Virginia; Virginia; USA |
PMID:15044230 | Free, Available for download, Freely available | OMICS_01970 | SCR_000194 | SciCrunch Registry | HEM - Heterogeneous error model for identification of differentially expressed genes under multiple conditions | 2026-10-17 01:24:34 | 0 | ||||||
|
DESeq Resource Report Resource Website 500+ mentions |
DESeq (RRID:SCR_000154) | DESeq | data analysis software, data processing software, software application, software resource | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on August 30,2023. Software for differential gene expression analysis based on the negative binomial distribution. It estimates variance-mean dependence in count data from high-throughput sequencing assays and tests for differential expression. | gene expression, binomial, differential, negative binomial distribution, bio.tools |
is listed by: OMICtools is listed by: Debian is listed by: bio.tools is hosted by: Bioconductor |
PMID:20979621 DOI:10.1186/s13059-014-0550-8 |
THIS RESOURCE IS NO LONGER IN SERVICE | OMICS_01306, biotools:deseq | https://bio.tools/deseq, https://sources.debian.org/src/r-bioc-deseq2/ | SCR_000154 | SciCrunch Registry | 2026-10-17 01:24:33 | 529 | ||||||
|
MIMOSA Resource Report Resource Website |
MIMOSA (RRID:SCR_000184) | software resource | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on July 31,2025. Software for modeling count data using Dirichlet-multinomial and beta-binomial mixtures with applications to single-cell assays. | software package, mac os x, unix/linux, windows, r, cell based assay, flow cytometry, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Bioconductor |
PMID:23887981 | THIS RESOURCE IS NO LONGER IN SERVICE | biotools:mimosa, OMICS_05642 | https://bio.tools/mimosa | SCR_000184 | SciCrunch Registry | MIMOSA - Mixture Models for Single-Cell Assays, MIMOSA: Mixture Models For Single Cell Assays | 2026-10-17 01:24:34 | 0 | ||||||
|
iASeq Resource Report Resource Website |
iASeq (RRID:SCR_000420) | software resource | Software that uses a Bayesian hierarchical mixture model to learn correlation patterns of allele-specificity among multiple proteins. | software package, unix/linux, mac os x, windows, r, chip-seq, rna-seq, snp |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:23194258 | Free, Available for download, Freely available | OMICS_05505 | SCR_000420 | SciCrunch Registry | iASeq: integrating multiple sequencing datasets for detecting allele-specific events | 2026-10-17 01:24:43 | 0 | |||||||
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rTANDEM Resource Report Resource Website |
rTANDEM (RRID:SCR_000409) | software resource | An R/Bioconductor package that interfaces the X!Tandem protein identification algorithm. | standalone software, mac os x, unix/linux, windows, r, mass spectrometry, proteomics |
is used by: shinyTANDEM is listed by: OMICtools has parent organization: Bioconductor |
PMID:24700319 | THIS RESOURCE IS NO LONGER IN SERVICE | OMICS_03516 | SCR_000409 | SciCrunch Registry | rTANDEM - Interfaces the tandem protein identification algorithm in R | 2026-10-17 01:24:40 | 0 |
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