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https://bioconductor.org/packages/release/bioc/html/scran.html

Software package for low-level analyses of single-cell RNA-seq data. Used for quality control, data exploration and normalization, cell cycle phase assignment, identification of highly variable and correlated genes, clustering into subpopulations and marker gene detection.

Proper citation: scran (RRID:SCR_016944) Copy   

•   Source: SciCrunch Registry

https://github.com/maypoleflyn/BSATOS

Software tools for next generation sequencing based bulked segregation analysis for outbreeding species including fruit trees such as apple or cirtus. Used to improve gene mapping efficiency of next generation sequencing based segregant analysis in outbreeding species and realize rapid candidate gene mining based on multi-omics data.

Proper citation: Bulked segregation analysis tools for outbreeding species (RRID:SCR_017009) Copy   

•   Source: SciCrunch Registry

http://portal.brain-map.org/

Portal provides access to data and web based applications created for benefit of global research community by Allen Institute for Brain Science. Projects to ombine genomics with neuroanatomy by creating gene expression maps for mouse and human brain. Mouse Brain Atlas, Human Brain Atlas, Developing Mouse Brain Atlas, Developing Human Brain Atlas, Mouse Connectivity Atlas, Non-Human Primate Atlas, and Mouse Spinal Cord Atlas and three related projects Glioblastoma, Mouse Diversity, and Sleep data banks, are used to advance various fields of science especially in neurobiological diseases.

Proper citation: Allen Brain Atlas (RRID:SCR_017001) Copy   

•   Source: SciCrunch Registry

https://github.com/schatzlab/genomescope

Open source software package for fast genome analysis from unassembled short reads. Used to estimate genome heterozygosity, repeat content, and size from sequencing reads using a kmer-based statistical approach.

Proper citation: GenomeScope (RRID:SCR_017014) Copy   

•   Source: SciCrunch Registry

https://omicssimla.sourceforge.io

Software tool for generating multi omics data with disease status. Simulates genomics (SNPs and copy number variations), epigenomics ( whole genome bisulphite sequencing), transcriptomics ( RNA seq), and proteomics (normalized reverse phase protein array) data at the whole genome level. Available as desktop and web application version.

Proper citation: OmicsSIMLA (RRID:SCR_017011) Copy   

•   Source: SciCrunch Registry

http://mixomics.org/access/

Software R package of multivariate methods for the exploration and integration of biological datasets with a focus on variable selection. Used to analyse data from high throughput sequencing technologies and spectral imaging., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: mixOmics (RRID:SCR_016889) Copy   

•   Source: SciCrunch Registry

https://uk.mathworks.com/matlabcentral/fileexchange/8797-tools-for-nifti-and-analyze-image

Matlab based scripts for load, save, make, reslice, view and edit both Neuroimaging Informatics Technology Initiative (NIfTI) and ANALYZE data on any platform.

Proper citation: Tools for NIfTI and ANALYZE image (RRID:SCR_016895) Copy   

•   Source: SciCrunch Registry

https://github.com/SofieVG/FlowSOM

Software tool to analyze Flow or mass cytometry data using a Self-Organizing Map. Used to obtain an overview of how all markers are behaving on all cells, and to detect subsets that might be missed otherwise.

Proper citation: FlowSOM (RRID:SCR_016899) Copy   

•   Source: SciCrunch Registry

https://github.com/OpenSMFS/FRETBursts

Software for burst analysis of freely diffusing single-molecule Förster Resonance Energy Transfer (smFRET) experiments to study cellular processes at the molecular scale. Used for single and multi-spot single-molecule FRET (smFRET) data.

Proper citation: FRETBursts (RRID:SCR_016898) Copy   

•   Source: SciCrunch Registry

https://github.com/gelles-brandeis/CoSMoS_Analysis

Software tools for analyzing co-localization single-molecule spectroscopy image data.

Proper citation: CoSMoS_Analysis (RRID:SCR_016896) Copy   

•   Source: SciCrunch Registry

https://github.com/qiicr/dcmqi

Software library to help with the conversion between imaging research formats and the standard DICOM representation for image analysis results. Used to implement conversion of the data stored in commonly used research formats into the standard DICOM representation. Available as a precompiled binary package for every major operating system, as a Docker image, and as an extension to 3D Slicer.

Proper citation: dcmqi (RRID:SCR_016933) Copy   

•   Source: SciCrunch Registry

https://www.wizardmac.com

Software tool for data analysis and exploration. Statistics software for Mac.

Proper citation: Wizard (RRID:SCR_016939) Copy   

•   Source: SciCrunch Registry

http://ihec-epigenomes.org/

Consortium to coordinate epigenome mapping and characterization worldwide to avoid redundant research effort, to implement high data quality standards, to coordinate data storage, management and analysis and to provide free access to the high resolution reference human epigenome maps for normal and disease cell types to the research community. Promotes data sharing. You may view, search and download the data already released by the different IHEC associated projects via the IHEC Data Portal.

Proper citation: International Human Epigenome Consortium (RRID:SCR_016937) Copy   

•   Source: SciCrunch Registry

https://github.com/legrandp/xdsme

Software package of python scripts made to simplify the processing of crystal diffraction images.

Proper citation: XDSME (RRID:SCR_016943) Copy   

•   Source: SciCrunch Registry

https://www.networkanalyst.ca/

Web tool for gene expression profiling, meta-analysis and systems understanding. Used for statistical, visual and network-based meta-analysis of gene expression data.

Proper citation: NetworkAnalyst (RRID:SCR_016909) Copy   

•   Source: SciCrunch Registry

http://prosightlite.northwestern.edu/

Software application for matching a single candidate protein sequence and its modifications against a set of mass spectrometric observations. Used to analyze top-down mass spectrometry data.

Proper citation: ProSight Lite (RRID:SCR_016908) Copy   

•   Source: SciCrunch Registry

https://github.com/PGB-LIV/VAPPER

Software tool for analysis of variant antigens in African trypanosomes. Used for quantitative analysis of antigenic diversity in systems data of genomes, transcriptomes, and proteomes, called Variant Antigen Profiling to understand how antigenic diversity relates to clinical outcome, how antigen genes may be used as epidemiological markers of virulence, and in measuring gene expression during experimental infections.

Proper citation: VAPPER (RRID:SCR_016993) Copy   

•   Source: SciCrunch Registry

https://github.com/CGATOxford/UMI-tools

Open source software package for handling Unique Molecular Identifiers in NGS data sets.

Proper citation: UMI-tools (RRID:SCR_017048) Copy   

•   Source: SciCrunch Registry

http://cab.spbu.ru/software/rnaspades/

Software tool for assembling transcripts from RNA-Seq data. Explores surprising computational parallels between assembly of transcriptomes and single cell genomes. Suitable for all kind of organisms. Part of SPAdes package since version 3.9.

Proper citation: rnaSPAdes (RRID:SCR_016992) Copy   

•   Source: SciCrunch Registry

https://github.com/dgrun/RaceID

Algorithm for identification of rare and abundant cell types from single cell transcriptome data. Based on transcript counts obtained with unique molecular identifies. Used for discovering rare cell types and corresponding marker genes in healthy and diseased organs. Operating system Unix/Linux, Mac OS, Windows.

Proper citation: RaceID (RRID:SCR_017045) Copy   

•   Source: SciCrunch Registry