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https://networkx.github.io/

Software Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.

Proper citation: NetworkX (RRID:SCR_016864) Copy   

•   Source: SciCrunch Registry

https://github.com/aldenleung/OMTools

Software package for optical mapping data processing, analysis and visualization. Used to handle and explore large scale optical mapping profiles.

Proper citation: OMTools (RRID:SCR_017143) 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

http://emboss.sourceforge.net/

Software analysis package for molecular biology community. Automatically copes with data in variety of formats and allows transparent retrieval of sequence data from web. Libraries are provided with package. Provides toolkit for creating bioinformatics applications or workflows. Provides set of sequence analysis programs. Provided programs cover areas such as sequence alignment, rapid database searching with sequence patterns, protein motif identification, nucleotide sequence pattern analysis, codon usage analysis for small genomes, rapid identification of sequence patterns in large scale sequence sets, and presentation tools for publication.

Proper citation: EMBOSS (RRID:SCR_008493) Copy   

•   Source: SciCrunch Registry

http://ccb.jhu.edu/software/FLASH/

Open source software tool to merge paired-end reads from next-generation sequencing experiments. Designed to merge pairs of reads when original DNA fragments are shorter than twice length of reads. Can improve genome assemblies and transcriptome assembly by merging RNA-seq data.

Proper citation: FLASH (RRID:SCR_005531) Copy   

•   Source: SciCrunch Registry

http://www.mathworks.com/products/matlab/

Multi paradigm numerical computing environment and fourth generation programming language developed by MathWorks. Allows matrix manipulations, plotting of functions and data, implementation of algorithms, creation of user interfaces, and interfacing with programs written in other languages, including C, C++, Java, Fortran and Python. Used to explore and visualize ideas and collaborate across disciplines including signal and image processing, communications, control systems, and computational finance.

Proper citation: MATLAB (RRID:SCR_001622) Copy   

•   Source: SciCrunch Registry

https://imagej.net/

Open source Java based image processing software program designed for scientific multidimensional images. ImageJ has been transformed to ImageJ2 application to improve data engine to be sufficient to analyze modern datasets.

Proper citation: ImageJ (RRID:SCR_003070) Copy   

•   Source: SciCrunch Registry

http://penglab.janelia.org/proj/v3d/V3D/About_V3D.html

V3D is a handy, fast, and versatile 3D/4D/5D Image Visualization & Analysis System for Bioimages & Surface Objects. It also provides many unique functions, is Open Source, supports a very simple and powerful plugin interface and thus can be extended & enhanced easily. V3D-Neuron is a powerful 3D neuron reconstruction, visualization, and editing software built on top of V3D. Both V3D and V3D-Neuron have recently been published in Nature Biotechnology (April, 2010), and Highlighted in Nature Methods (May, 2010), and Science News (April, 2010), etc. V3D is a cross-platform (Mac, Linux, and Windows) tool for visualizing large-scale (gigabytes, and 64-bit data) 3D image stacks and various surface data. It is also a container of powerful modules for 3D image analysis (cell segmentation, neuron tracing, brain registration, annotation, quantitative measurement and statistics, etc) and data management. This makes V3D suitable for various bioimage informatics applications, and a nice platform to develop new 3D image analysis algorithms for high-throughput processing. In short, V3D streamlines the workflow of visualization-assisted analysis. In the latest V3D development, it can render 5D (spatial-temporal) data directly in 3D volume-rendering mode; it supports convenient and interactive local and global 3D views at different scales. It even has a Matlab file IO toolbox. A user can now write his/her own plugins to take advantage of the V3D platform very easily.

Proper citation: V3D (RRID:SCR_008646) Copy   

•   Source: SciCrunch Registry

http://www.ebi.ac.uk/Tools/sss/fasta/

Software package for DNA and protein sequence alignment to find regions of local or global similarity between Protein or DNA sequences, either by searching Protein or DNA databases, or by identifying local duplications within a sequence.

Proper citation: FASTA (RRID:SCR_011819) Copy   

•   Source: SciCrunch Registry

http://www-stat.stanford.edu/~tibs/SAM/

Software for genomic expression data mining using a statistical technique for finding significant genes in a set of microarray experiments.

Proper citation: SAM (RRID:SCR_010951) Copy   

•   Source: SciCrunch Registry

http://bioinformatics.vub.ac.be/databases/databases.html

Downloadable data set designed to assess the performance of both multiple and pairwise (protein) sequence alignment algorithms, and is extremely easy to use. Currently, the database contains 2 sets, each consisting of a number of subsets with related sequences. It''s main features are: * Covers the entire known fold space (SCOP classification), with subsets provided by the ASTRAL compendium * All structures have high quality, with 100% resolved residues * Structure alignments have been derived carefully, using both SOFI and CE, and Relaxed Transitive Alignment * At most 25 sequences in each subset to avoid overrepresentation of large folds* Automated running, archiving and scoring of programs through a few Perl scripts The Twilight Zone set is divided into sequence groups that each represent a SCOP fold. All sequences within a group share a pairwise Blast e-value of at least 1, for a theoretical database size of 100 million residues. Sequence similarity is thus very low, between 0-25% identity, and a (traceable) common evolutionary origin cannot be established between most pairs even though their structures are (distantly) similar. This set therefore represents the worst case scenario for sequence alignment, which unfortunately is also the most frequent one, as most related sequences share less than 25% identity. The Superfamilies set consists of groups that each represent a SCOP superfamily, and therefore contain sequences with a (putative) common evolutionary origin. However, they share at most 50% identity, which is still challenging for any sequence alignment algorithm. Frequently, alignments are performed to establish whether or not sequences are related. To benchmark this, a second version of both the Twilight Zone and the Superfamilies set is provided, in which to each alignment problem a number of false positives, i.e. sequences not related to the original set, are added. Database specifications: * Current version: 1.65 (concurrent with PDB, SCOP and ASTRAL) * Twilight Zone set (with false positives): 209 groups, 1740 (3280) sequences, 10667 (44056) related pairs * Superfamilies set (with false positives): 425 groups, 3280 (6526) sequences, 19092 (79095) related pairs

Proper citation: SABmark (RRID:SCR_011817) Copy   

•   Source: SciCrunch Registry

http://msquant.sourceforge.net/

Software tool for quantitative proteomics,mass spectrometry and processes spectra and LC runs to find quantitative information about proteins and peptides. Though automated it also allows manual inspection and change.Entry in MSQuant is Mascot search engine.

Proper citation: MSQuant (RRID:SCR_019206) Copy   

•   Source: SciCrunch Registry

https://business-lounge.heidelbergengineering.com/de/de/products/heidelberg-eye-explorer/

Platform that centralizes management of ophthalmic images. HEYEX interfaces with electronic medical record systems and third-party devices to allow exchange, storage, and dynamic review of diagnostic images. Heidelberg Engineering imaging products use Heidelberg Eye Explorer software platform and database to store patient information and images.

Proper citation: Heidelberg Eye Explorer (RRID:SCR_022045) Copy   

•   Source: SciCrunch Registry

https://www.cdc.gov/epiinfo/

Software suite of interoperable software tools designed for global community of public health practitioners and researchers. Provides easy data entry form and database construction, customized data entry experience, and data analysis with epidemiologic statistics, maps, and graphs for public health professionals who may lack information technology background.Statistical software for epidemiology developed by Centers for Disease Control and Prevention in Atlanta, Georgia. Available for Microsoft Windows, Android and iOS, along with web and cloud version.

Proper citation: Epi Info (RRID:SCR_021682) Copy   

•   Source: SciCrunch Registry

https://www.statease.com/software/design-expert/

Statistical software package from Stat-Ease Inc. to perform design of experiments. Offers comparative tests, screening, characterization, optimization, robust parameter design, mixture designs and combined designs.

Proper citation: Design-Expert (RRID:SCR_022671) Copy   

•   Source: SciCrunch Registry

https://www.evalue-calculator.com/evalue/

Web application as E-value calculator that compute E-values for variety of outcome measures, including risk ratios, odds ratios, rate ratios, risk differences, hazard ratios, and standardized mean differences.

Proper citation: Evalue (RRID:SCR_024506) Copy   

•   Source: SciCrunch Registry

http://www.biogazelle.com/qbaseplus

Software program for quantitative PCR (qPCR) data analysis based on geNorm and qBase technology.

Proper citation: qBasePLUS (RRID:SCR_003370) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/release/bioc/html/DESeq2.html

Software package for differential gene expression analysis based on the negative binomial distribution. Used for analyzing RNA-seq data for differential analysis of count data, using shrinkage estimation for dispersions and fold changes to improve stability and interpretability of estimates.

Proper citation: DESeq2 (RRID:SCR_015687) Copy   

•   Source: SciCrunch Registry

https://www.rdocumentation.org/packages/pheatmap/versions/0.2/topics/pheatmap

Software tool as a function in R to draw clustered heatmaps for better control over graphical parameters.

Proper citation: pheatmap (RRID:SCR_016418) Copy   

•   Source: SciCrunch Registry

https://www.schrodinger.com/protein-preparation-wizard

Software tool for correcting common structural problems and creating reliable, all atom protein models.

Proper citation: Protein preparation Wizard (RRID:SCR_016749) Copy   

•   Source: SciCrunch Registry