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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
maigesPack Resource Report Resource Website |
maigesPack (RRID:SCR_001351) | maigesPack | software resource | Software package that uses functions to handle and analyze cDNA microarray data. | classification, clustering, differential expression, graph, network, microarray, preprocessing |
is listed by: OMICtools has parent organization: Bioconductor |
Free, Available for download, Freely available | OMICS_01988 | http://www.bioconductor.org/packages/release/bioc/html/maigesPack.html | SCR_001351 | 2026-02-14 02:00:01 | 0 | |||||||
|
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 | Mahalanobis Distance Quality Control for microarrays | 2026-02-14 01:59:59 | 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 | MicroArray Chromosome Analysis Tool | 2026-02-14 02:00:07 | 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 | nnNorm - Spatial and intensity based normalization of cDNA microarray data based on robust neural nets | 2026-02-14 02:00:07 | 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 | maCorrPlot - Visualize artificial correlation in microarray data | 2026-02-14 01:59:59 | 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 | Laplace Mixture Model in Microarray Experiments | 2026-02-14 02:00:01 | 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 | Ocplus - Operating characteristics plus sample size and local fdr for microarray experiments | 2026-02-14 02:00:07 | 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 | Bayesian Robust Inference for Differential Gene Expression | 2026-02-14 02:00:01 | 156 | |||||
|
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 | 2026-02-14 02:00:06 | 136 | ||||||
|
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 | Local Pooled Error | 2026-02-14 02:00:07 | 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 | 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 | |||||
|
Simpleaffy Resource Report Resource Website 50+ mentions |
Simpleaffy (RRID:SCR_001302) | Simpleaffy | data analysis software, software resource, data processing software, software application | 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 | 2026-02-14 02:00:05 | 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 | 2026-02-14 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 | |||||
|
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 | ||||||||
|
ExiMiR Resource Report Resource Website 1+ mentions |
ExiMiR (RRID:SCR_012753) | ExiMiR | software resource | R functions for the normalization of Exiqon miRNA array data. |
is listed by: OMICtools has parent organization: Bioconductor |
OMICS_00783 | SCR_012753 | 2026-02-14 02:02:16 | 1 | ||||||||||
|
motifRG Resource Report Resource Website 1+ mentions |
motifRG (RRID:SCR_012602) | motifRG | software resource | Software tools for discriminative motif discovery using regression methods. |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:24162561 | Free | OMICS_00487 | SCR_012602 | motifRG - A package for discriminative motif discovery designed for high throughput sequencing dataset | 2026-02-14 02:02:21 | 5 | |||||||
|
MiRaGE Resource Report Resource Website 10+ mentions |
MiRaGE (RRID:SCR_012738) | MiRaGE | software resource | Software package that contains functions for inference of target gene regulation by miRNA, based on only target gene expression profile. |
is listed by: OMICtools has parent organization: Bioconductor |
OMICS_00785 | SCR_012738 | 2026-02-14 02:02:45 | 29 |
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