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https://cran.r-project.org/web/packages/metagear/index.html

Software R package for research synthesis taxonomy from applying systematic review approach to assemble and screen literature, to extract data from studies, and to summarize and analyze these data with statistics of meta analysis.

Proper citation: metagear (RRID:SCR_017085) Copy   

•   Source: SciCrunch Registry

https://cibersort.stanford.edu/

Software tool to provide an estimation of the abundances of member cell types in a mixed cell population, using gene expression data. Used for characterizing cell composition of complex tissues from their gene expression profiles, large scale analysis of RNA mixtures for cellular biomarkers and therapeutic targets.

Proper citation: CIBERSORT (RRID:SCR_016955) Copy   

•   Source: SciCrunch Registry

https://github.com/sccn/labstreaminglayer

System for unified collection of measurement time series in research experiments that handles networking, time synchronization, near real time access as well as optionally centralized collection, viewing and disk recording of data. System for synchronizing streaming data for live analysis or recording.

Proper citation: Lab Streaming Layer (RRID:SCR_017631) Copy   

•   Source: SciCrunch Registry

https://ascl.net/

Registry for source codes of interest to astronomers and astrophysicists, including solar system astronomers, and lists codes that have been used in research that has appeared in, or been submitted to, peer-reviewed publications. ASCL is indexed by SAO/NASA Astrophysics Data System (ADS) and Web of Science and is citable by using unique ascl ID assigned to each code. The ascl ID can be used to link to the code entry by prefacing the number with ascl.net .

Proper citation: Astrophysics Source Code Library (RRID:SCR_017604) Copy   

•   Source: SciCrunch Registry

https://sourceforge.net/projects/bva-io/

Software package for interfacing the Brain Vision Analyser data files (load/save) for ongoing development of Matlab routines . This package is also compatible with the EEGLAB software, and may be uncompressed in the plugin folder of this software.

Proper citation: BVA import/export EEGLAB plugin (RRID:SCR_016333) Copy   

•   Source: SciCrunch Registry

https://github.com/AllenInstitute/scrattch.hicat

Software R package as hierarchical, iterative clustering for analysis of transcriptomics data.Used for single cell RNA-seq analysis for transcriptomic type characterization from Allen Institute.

Proper citation: Scrattch.Hicat (RRID:SCR_018099) Copy   

•   Source: SciCrunch Registry

https://gitlab.com/biomerieux-data-science/clustlasso

Software R package to build predictive signatures of microbial phenotypes. Software package implementing cluster lasso approach.

Proper citation: clustLasso (RRID:SCR_018820) Copy   

•   Source: SciCrunch Registry

https://github.com/quest-bih/oddpub

Text mining algorithm to screen biomedical publications to find data sharing statements. Algorithm that parses set of publications and detects which publications disseminated Open Data or Open Code together with publication. Tailored towards biomedical literature.

Proper citation: ODDPub (RRID:SCR_018385) Copy   

•   Source: SciCrunch Registry

http://www.sas.com

Software platform to explore, analyze and visualize data. SAS 9.4 is part of SAS Platform. Standardized data governance and management from statistical software company SAS.

Proper citation: Statistical Analysis System (RRID:SCR_008567) Copy   

•   Source: SciCrunch Registry

https://brainiak.org

Open source software package of Python modules for neuroscience, primarily focused on functional Magnetic Resonance Imaging (fMRI) analysis. Used for analyzing neuroimaging data.

Proper citation: Brain Imaging Analysis Kit (RRID:SCR_014824) Copy   

•   Source: SciCrunch Registry

https://github.com/ABCD-STUDY/pearson-central-end-point

Data collection software as an end-point for centrally storing data from the Pearsons Q-Interactive.

Proper citation: pearson-central-end-point (RRID:SCR_016034) Copy   

•   Source: SciCrunch Registry

http://www.jstacs.de/index.php/GeMoMa

Software tool as homology based gene prediction program that predicts gene models in target species based on gene models in evolutionary related reference species. Utilizes amino acid sequence conservation, intron position conservation, and RNA-seq data to accurately predict protein-coding transcripts. Supports combination of predictions based on several reference species allowing to transfer high quality annotation of different reference species to target species.

Proper citation: GeMoMa (RRID:SCR_017646) Copy   

•   Source: SciCrunch Registry

https://github.com/BioDepot/BioDepot-workflow-builder

Software tool to create and execute reproducible bioinformatics workflows using drag and drop interface. Graphical widgets represent Docker containers executing modular task. Widgets are linked graphically to build bioinformatics workflows that can be reproducibly deployed across different local and cloud platforms. Each widget contains form-based user interface to facilitate parameter entry and console to display intermediate results.

Proper citation: BioDepot-workflow-builder (RRID:SCR_017402) Copy   

•   Source: SciCrunch Registry

http://dmriprep.org

Software tool as preprocessing pipeline for diffusion MRI. Pipeline used for preprocessing of diverse dMRI data. Workflow dispenses of manual intervention, thereby ensuring reproducibility of results.

Proper citation: dMRIPrep (RRID:SCR_017412) Copy   

•   Source: SciCrunch Registry

http://web.stanford.edu/group/vista/cgi-bin/wiki/index.php/MrDiffusion

Software package for diffusion imaging analysis and visualization. Module of Vistasoft for processing diffusion weighted data and measuring and visualizing fractional anisotropy, mean diffusivity, axial and radial diffusivity, RGB fiber direction maps and analysis of MRI data., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: MrDiffusion (RRID:SCR_016567) Copy   

•   Source: SciCrunch Registry

https://clue.io

Dataset of cellular signatures that catalogs transcriptional responses of human cells to chemical and genetic perturbation. CMap contains perturbagens, expression signatures, and small molecules from cell lines.

Proper citation: CMap (RRID:SCR_016204) Copy   

•   Source: SciCrunch Registry

https://github.com/OpenGene/fastp

Software tool to provide fast all in one preprocessing for FastQ files. Developed in C++ with multithreading supported to afford high performance. Performs quality control, adapter trimming, quality filtering, per read quality pruning and many other operations with a single scan of the FASTQ data.

Proper citation: fastp (RRID:SCR_016962) Copy   

•   Source: SciCrunch Registry

https://github.com/mizutanilab/RecView

Software tool as a program for tomographic reconstruction and image processing of micro/nano-CT data taken at SPring8 and APS Argonne.

Proper citation: RecView (RRID:SCR_016531) Copy   

•   Source: SciCrunch Registry

https://www.spyder-ide.org

Interactive scientific development environment package for Python. Used for editing, analysis, debugging, and profiling functionality of comprehensive development tool with data exploration, interactive execution, deep inspection, and visualization.

Proper citation: Spyder (RRID:SCR_017585) Copy   

•   Source: SciCrunch Registry

https://github.com/ruanjue/smartdenovo

Software tool as de novo assembler for PacBio and Oxford Nanopore data. It produces assembly from all-vs-all raw read alignments without error correction stage. Allows to read overlapping, rescue missing overlaps, identify low-quality regions and chimaera and produce better consensus.

Proper citation: SMARTdenovo (RRID:SCR_017622) Copy   

•   Source: SciCrunch Registry