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http://toolkit.bcblab.com/

Software toolkit that provides several multi-modal tools to assess brain disconnections and remote effects of lesions. All modules are designed to process brain lesion data with a normalization algorithm, a module to estimate the probability and the severity of white matter disconnections, and a tool to build a map of the disconnected areas.

Proper citation: BCBtoolkit (RRID:SCR_015519) Copy   

•   Source: SciCrunch Registry
  

https://omics.pnl.gov/software/ms-gf

Software that performs peptide identification by scoring MS/MS spectra against peptides derived from a protein sequence database.

Proper citation: MS-GF+ (RRID:SCR_015646) Copy   

•   Source: SciCrunch Registry
  

https://panoramaweb.org/project/home/begin.view?

Repository software for targeted mass spectrometry assays from Skyline. Targeted proteomics knowledge base. Public repository for quantitative data sets processed in Skyline. Facilitates viewing, sharing, and disseminating results contained in Skyline documents.

Proper citation: PanoramaWeb (RRID:SCR_017136) Copy   

•   Source: SciCrunch Registry
  

https://github.com/powellgenomicslab/ascend

Software R package for analysis of single cell RNA-seq expression, normalization and differential expression data. Provides framework to perform cell and gene filtering, quality control, normalization, dimension reduction, clustering, differential expression, and visualization functions.

Proper citation: ascend (RRID:SCR_017257) Copy   

•   Source: SciCrunch Registry
  

http://www.iqtree.org/

Software tool as stochastic algorithm for estimating maximum likelihood phylogenies. Used for phylogenomic inference.

Proper citation: IQ-TREE (RRID:SCR_017254) Copy   

•   Source: SciCrunch Registry
  

https://www.ebi.ac.uk/Tools/psa/emboss_matcher/

Software tool for pairwise sequence alignment. Identifies local similarities in two input sequences. One of EMBL-EBI search and sequence analysis tools.

Proper citation: EMBOSSMatcher (RRID:SCR_017252) Copy   

•   Source: SciCrunch Registry
  

http://research.mssm.edu/integrative-network-biology/Software.html

Software tool as probabilistic multi omics data matching procedure to curate data, identify and correct data annotation and errors in large databases. Used to check potential labeling errors in profiles where number of cis relationships is small, such as miRNA and RPPA profiles.

Proper citation: proMODMatcher (RRID:SCR_017219) Copy   

•   Source: SciCrunch Registry
  

http://snf-515788.vm.okeanos.grnet.gr/

Web tool for integrating human and mouse microRNAs in pathways.Pathway analysis web-server, providing statistics, while being able to accommodate advanced pipelines. Web server for assessment of miRNA regulatory roles and identification of controlled pathways. Supports all analyses for KEGG molecular pathways and Gene Ontology (GO) in seven species (Homo sapiens, Mus musculus, Rattus norvegicus, Drosophila melanogaster, Caenorhabditis elegans, Gallus gallus and Danio rerio).DIANA miRPath v.2.0 includes investigating combinatorial effect of microRNAs in pathways.DIANA-miRPath v3.0 includes deciphering microRNA function with experimental support., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: DIANA-mirPath (RRID:SCR_017354) Copy   

•   Source: SciCrunch Registry
  

https://github.com/SionBayliss/PIRATE

Software pangenomics toolbox for clustering diverged orthologues in bacteria. Used to identify and classify orthologous gene families in bacterial pangenomes over wide range of sequence similarity thresholds.

Proper citation: PIRATE (RRID:SCR_017265) Copy   

•   Source: SciCrunch Registry
  

http://topaz.gatech.edu/GeneMark/

Software package for ab initio identification of protein coding regions in RNA transcripts. Algorithm parameters are estimated by unsupervised training which makes unnecessary manually curated preparation of training sets. Sets of assembled eukaryotic transcripts can be analyzed by modified GeneMarkS-T algorithm which part of gene prediction programs GeneMark.

Proper citation: GeneMarkS-T (RRID:SCR_017648) Copy   

•   Source: SciCrunch Registry
  

https://github.com/Mangul-Lab-USC/telescope

Open source web application that tracks progress of jobs submitted to remote servers using Sun Grid Engine (SGE) on-demand scheduling system. Allows remote scheduling of pre-defined pipelines, as well as re-scheduling queued jobs. Telescope does not assume anything from the remote server, except for SSH connection. The connection is established using SSH key pairs that are stored after encrypted.

Proper citation: Telescope (RRID:SCR_017626) Copy   

•   Source: SciCrunch Registry
  

https://github.com/PapenfussLab/bionix

Software tool for reproducible bioinformatics that unifies workflow engines, package managers, and containers. Implemented as lightweight library on top of Nix deployment system. Bioinformatics workflows in functional Nix language.

Proper citation: BioNix (RRID:SCR_017662) Copy   

•   Source: SciCrunch Registry
  

https://github.com/hariszaf/pema

Software as flexible pipeline for environmental DNA metabarcoding analysis of 16S/18S rRNA, ITS and COI marker genes. Performs reads’ pre-processing, clustering to (M)OTUs and taxonomy assignment for 16S rRNA and COI marker gene data. Allows users to explore alternative algorithms for specific steps of pipeline without need of complete re-execution.

Proper citation: PEMA (RRID:SCR_017676) Copy   

•   Source: SciCrunch Registry
  

https://github.com/YosefLab/FastProject

Software Python tool for low dimensional analysis of single-cell RNA-Seq data. Software package for two dimensional visualization of single cell data. Analyzes gene expression matrix and produces output report in which two-dimensional of data can be explored.

Proper citation: FastProject (RRID:SCR_017462) Copy   

•   Source: SciCrunch Registry
  

https://amp.pharm.mssm.edu/geneshot/

Software tool as search engine for ranking genes from arbitrary text queries. Enables to enter arbitrary search terms, to receive ranked lists of genes relevant to search terms. Returned ranked gene lists contain genes that were previously published in association with search terms, as well as genes predicted to be associated with terms based on data integration from multiple sources. Search results are presented with interactive visualizations.

Proper citation: Geneshot (RRID:SCR_017582) Copy   

•   Source: SciCrunch Registry
  

https://mousebytes.ca/home

Open access database for all cognitive data collected from touchscreen related tasks. Performs data comparison and interactive data visualization for any data uploaded onto the site. There are also guidelines and video tutorials available.

Proper citation: Mousebytes (RRID:SCR_017904) Copy   

•   Source: SciCrunch Registry
  

http://www.yasara.org/

Software tool to obtain structural guidance in biocatalytic investigations. Program for molecular visualising, modelling, and dynamics. Initial stage YASARA View is for free while higher stages YASARA Model, YASARA Dynamics, YASARA Structure require license fee. Program for Windows, Linux, MacOS and Android. YASARA View is available for free and contains all functions to explore macromolecular structure interactively.

Proper citation: YASARA (RRID:SCR_017591) Copy   

•   Source: SciCrunch Registry
  

https://amoebadb.org/amoeba/

Integrated genomic and functional genomic database for Entamoeba and Acanthamoeba parasites. Contains genomes of three Entamoeba species and microarray expression data for E. histolytica. Integrates whole genome sequence and annotation and includes experimental data and environmental isolate sequences provided by community researchers.

Proper citation: AmoebaDB (RRID:SCR_017592) Copy   

•   Source: SciCrunch Registry
  

https://github.com/TomSexton00/4See

Software tool to visualize 4C data.

Proper citation: 4See (RRID:SCR_018014) Copy   

•   Source: SciCrunch Registry
  

https://github.com/srp33/ShinyLearner

Software framework for performing benchmarks of machine learning classification algorithms. Containerized benchmarking tool for machine-learning classification of tabular data.

Proper citation: ShinyLearner (RRID:SCR_017608) Copy   

•   Source: SciCrunch Registry