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https://cran.r-project.org/web/packages/factoextra/index.html
R package from CRAN to extract and visualize the results of multivariate data analysis.
Proper citation: factoextra (RRID:SCR_016692) Copy
https://github.com/neurostuff/NiMARE
Software Python package for coordinate and image based meta analysis of neuroimaging data.
Proper citation: NiMARE (RRID:SCR_017398) Copy
https://www.iconplc.com/innovation/nonmem/
Software tool for nonlinear mixed effects modelling. Used for population pharmacokinetic and pharmacodynamic analysis and to simulate data and to fit data. Used in the development of new drugs. NONMEM versions up through 6 are the property of the Regents of the University of California, San Francisco, but ICON Development Solutions has exclusive rights to license their use. NONMEM 7 up to the current version is the property of ICON Development Solutions.
Proper citation: NONMEM (RRID:SCR_016986) Copy
Software tool for statistics and data visualization by Red Rock Software, Inc. Provides unparalleled chart selection, data analysis and graph customization capabilities.
Proper citation: Deltagraph (RRID:SCR_018084) Copy
https://github.com/csb-toolbox/CSB
Software package as an application framework and a Python class library. It is designed for reading, storing and analyzing biomolecular structures in a variety of formats with rich support for statistical analyses.
Proper citation: Computational Structural Biology Toolbox (RRID:SCR_016065) Copy
https://github.com/satijalab/seurat
Software R package designed for QC, analysis, and exploration of single cell RNA-seq data. Enable users to identify and interpret sources of heterogeneity from single cell transcriptomic measurements, and to integrate diverse types of single cell data. Used for quality control, analysis, and exploration of single-cell RNA sequencing (scRNA-seq) data.
Proper citation: Seurat (RRID:SCR_016341) Copy
http://www.imgt.org/HighV-QUEST/home.action
Next generation B and T cell sequence alignment and characterization online surface by IMGT. Web portal for immunoglobulin (IG) or antibody and T cell receptor (TR) analysis from NGS high throughput and deep sequencing.
Proper citation: IMGT HighV-QUEST (RRID:SCR_018196) Copy
Platform provides resources for genomic observations from collection to analysis and publication. Works with standards community to ensure clear vocabularies and useful ontologies for biological resources and related assets. Biocode Commons is also collaborating on development of Biological Collections Ontology, working to better integrate ontologies, vocabularies, and relevant standards that are related to BCO.
Proper citation: Biocode Commons (RRID:SCR_024553) Copy
Open source web-based system and database that provides access to historical records and trends in the Gene Ontology (GO) and GO annotations (GOA). Used for monitoring changes in the Gene Ontology and their impact on genomic data analysis.
Proper citation: GOTrack (RRID:SCR_016399) Copy
http://www2.mrc-lmb.cam.ac.uk/relion
Software for determination of cryo-EM structures. It employs an empirical Bayesian approach to refinement of (multiple) 3D reconstructions or 2D class averages in electron cryo-microscopy.
Proper citation: RELION (RRID:SCR_016274) Copy
Simulation software for improving the performance of real systems. Used for developing, analyzing, and packaging dynamic feedback models.
Proper citation: Vensim (RRID:SCR_016394) Copy
Software tool for multi-omics data analysis that can perform complex and personalized analysis. Network regulation and molecular mechanism models can be customized according to the requirements of the users.
Proper citation: OmicsBean (RRID:SCR_016322) Copy
https://github.com/Sung-Huan/ANNOgesic
Software tool for bacterial/archaeal RNA-Seq based genome annotations. Used for integrating, detecting, predicting, and grouping RNA-Seq data.
Proper citation: ANNOgesic (RRID:SCR_016326) Copy
https://www.genomics.agilent.com/article.jsp?pageId=2100
Software that performs data analysis algorithms for QPCR data. The software is included with the purchase of the Agilent MxPro QPCR System., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.
Proper citation: MxPro QPCR (RRID:SCR_016375) Copy
http://bioconductor.org/packages/release/bioc/html/MetaCyto.html
Software tool for automated meta-analysis of mass and flow cytometry data. Provides functions for preprocessing, automated gating and meta-analysis of cytometry data and collection of cytometry data from the ImmPort database.
Proper citation: MetaCyto (RRID:SCR_016415) Copy
https://deeptools.readthedocs.io/en/develop/
Python based tools to process, visualize and analyse high-throughput sequencing data, such as ChIP-seq, RNA-seq or MNase-seq. Implemented within Galaxy framework. Used to perform complete bioinformatic workflows ranging from quality controls and normalizations of aligned reads to integrative analyses, including clustering and visualization approaches.
Proper citation: Deeptools (RRID:SCR_016366) Copy
https://github.com/sblanck/smagexp
Software toolkit for transcriptomics data meta-analysis. It integrates metaMA and metaRNAseq packages into Galaxy, carries out meta-analysis of gene expression data, handles microarray data from Gene Expression Omnibus (GEO) database, and more.
Proper citation: SMAGEXP (RRID:SCR_016360) Copy
https://github.com/mikessh/migec
Software package for analysis of immune repertoire sequencing data. Used for recovery of T Cell Receptor ( TCR ) data from bulk population data.Used for high-throughput sequencing data analysis. Allows for error correction while preserving the natural diversity of complex immune repertoires.
Proper citation: migec (RRID:SCR_016337) Copy
http://www.flir.jp/instruments/display/?id=54865
Software application for thermography for FLIR Systems. It has a basic thermal image analysis function including color palette and image adjustment function. Used to analyse the thermographic measurement data.
Proper citation: FLIR tools (RRID:SCR_016330) Copy
https://hub.docker.com/r/biodepot/star-for-criu/
Software as an Hot Start software container for STAR alignment using CRIU (Checkpoint Restore in Userspace) tool to freeze the running container. Can be deployed to align RNA sequencing data. Used in the processing of biomedical big data for better reproducibility and reliability.
Proper citation: star-for-criu (RRID:SCR_016294) Copy
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