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SciCrunch Registry is a curated repository of scientific resources, with a focus on biomedical resources, including tools, databases, and core facilities - visit SciCrunch to register your resource.
http://cran.r-project.org/web/packages/muma/
Software that provides guidelines for the whole process of metabolomic data interpretation, from data pre-processing, to dataset exploration and visualization, to identification of potentially interesting metabolites. Guidelines outline the following processes: preprocessing of high-throughput data (normalization and scalings); principal component analysis with help tool for choosing best-separating principal components and automatic testing for outliers; automatic univariate analysis for parametric and non-parametric data, with generation of specific reports (volcano and box plots); partial least square discriminant analysis (PLS-DA); orthogonal partial least square discriminant analysis (OPLS-DA); Statistical Total Correlation Spectroscopy (STOCSY); and Ratio Analysis Nuclear Magnetic Resonance (NMR) Spectroscopy (RANSY).
Proper citation: MUMA (RRID:SCR_002412) Copy
http://www.softpedia.com/get/Science-CAD/DicomWorks.shtml
Software to help users work with DICOM files by organizing, managing and analyzing them. Key features: * a smart DICOM viewer with 4 panel display, annotations, arrows, multimodality synchronization, etc... * an export wizard to the most common picture or movie file formats * an export wizard to Microsoft PowerPoint * the most simple and compatible DICOM CD-ROM reader * the most simple and smart DICOM CD-ROM WRITER * an archiving solution with lossless compression of the data * a DICOM creation module to dicomize images from any image source (even video capture) * e-mail or FTP import end export functions (teleradiology) * 16 native localized versions
Proper citation: DicomWorks (RRID:SCR_001195) Copy
http://www.sph.umich.edu/csg/abecasis/LAMP/
Software for linkage and association modeling in pedigrees that uses a maximum likelihood model to extract information on genetic linkage and association from samples of unrelated individuals, sib pairs, trios and larger pedigrees (Li et al, 2005; Li et al, 2006). It provides estimates of genetic model parameters and powerful tests of association in settings where population stratification is not a concern.
Proper citation: LAMP (RRID:SCR_001740) Copy
http://bioconductor.org/packages/release/bioc/html/nondetects.html
Software R package to model and impute non-detects in results of qPCR experiments.Used to directly model non-detects as missing data.
Proper citation: nondetects (RRID:SCR_001702) Copy
http://neuro.debian.net/pkgs/cmtk.html
A software toolkit for computational morphometry of biomedical images, CMTK comprises a set of command line tools and a back-end general-purpose library for processing and I/O. The command line tools primarily provide the following functionality: registration (affine and nonrigid; single and multi-channel; pairwise and groupwise), image correction (MR bias field estimation; interleaved image artifact correction; EPI unwarping), processing (filters; combination of segmentations via voting and STAPLE; shape-based averaging), statistics (t-tests; general linear model). CMTK is implemented in C++ with parallel processing using POSIX Threads (SMP), OpenMP (SMP), Grand Central Dispatch (SMP), and CUDA (GPU). Supported file formats include Analyze (r/w), NIFTI (r/w), Nrrd (r/w), DICOM (read), BioRad (read). Data exchange with other toolkits, such as ITK, FSL, AFNI, SPM, etc. is thus easily accomplished.
Proper citation: Computational Morphometry Toolkit (RRID:SCR_002234) Copy
http://www.math.hkbu.edu.hk/~mng/CLUSTAG/CLUSTAG.html
Software application that uses hierarchical clustering and graph methods for selecting tag SNPs (single nucleotide polymorphisms). Cluster and set-cover algorithms are developed to obtain a set of tag SNPs that can represent all the known SNPs in a chromosomal region, subject to the constraint that all SNPs must have a squared correlation R2 > C with at least one tag SNP, where C is specified by the user. The program is implemented with Java, and it can run in Windows platform as well as the Unix environment.
Proper citation: CLUSTAG (RRID:SCR_001816) Copy
http://www.nitrc.org/projects/slicer3examples/
Example Slicer3 plugins that can be built against a Slicer3 build or a Slicer3 installation. Note: these are for 3D Slicer version 3. There is now a version 4 of 3D Slicer available. Information about extensions for version 4 can be found at the following links: http://www.slicer.org/slicerWiki/index.php/Documentation/Nightly/SlicerApplication/ExtensionsManager http://www.slicer.org/slicerWiki/index.php/Documentation/Nightly/Developers/Tutorials/BuildTestPackageDistributeExtensions
Proper citation: Slicer3 Example Modules (RRID:SCR_002559) Copy
Software application for microarry, RNA-Seq and metabolomics analysis. For splicing sensitive platforms (RNA-Seq or Affymetrix Exon, Gene and Junction arrays), it will assess alternative exon (known and novel) expression along protein isoforms, domain composition and microRNA targeting. In addition to splicing-sensitive platforms, it provides comprehensive methods for the analysis of other data (RMA summarization, batch-effect removal, QC, statistics, annotation, clustering, network creation, lineage characterization, alternative exon visualization, gene-set enrichement and more). AltAnalyze can be run through an intuitive graphical user interface or command-line and requires no advanced knowledge of bioinformatics programs or scripting. Alternative regulated exons can be subsequently visualized in the context of proteins, domains and microRNA binding sites with the Cytoscape Plugin DomainGraph.
Proper citation: AltAnalyze - Alternative Splicing Analysis Tool (RRID:SCR_002951) Copy
http://imaging.indyrad.iupui.edu/projects/SPHARM/
A matlab-based 3D shape modeling and analysis toolkit, and is designed to aid statistical shape analysis for identifying morphometric changes in 3D structures of interest related to different conditions. SPHARM-MAT is implemented based on a powerful 3D Fourier surface representation method called SPHARM, which creates parametric surface models using spherical harmonics.
Proper citation: SPHARM-MAT (RRID:SCR_002545) Copy
http://www.nitrc.org/projects/ukftractography/
Software framework which uses an unscented Kalman filter for performing tractography. At each point on the fiber the most consistent direction is found as a mixture of previous estimates and of the local model. It is very easy to expand the framework and to implement new fiber representations for it. Currently it is possible to tract fibers using two different 1-, 2-, or 3-tensor methods. Both methods use a mixture of Gaussian tensors. One limits the diffusion ellipsoids to a cylindrical shape (the second and third eigenvalue are assumed to be identical) and the other one uses a full tensor representation. The project is written in C++. It could be used both as a Slicer3 module and as a standalone commandline application.
Proper citation: Diffusion Tractography with Kalman Filter (RRID:SCR_002585) Copy
http://cran.r-project.org/web/packages/enviPick/
Software for sequential partitioning, clustering and peak detection of centroided LC-MS mass spectrometry data (.mzXML). Interactive result and raw data plot.
Proper citation: enviPick (RRID:SCR_003059) Copy
http://openmeeg.gforge.inria.fr
A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG with very high accuracy.
Proper citation: OpenMEEG (RRID:SCR_002510) Copy
http://www.crl.med.harvard.edu/software/STAPLE/index.php
An algorithm for the Simultaneous Truth and Performance Level Estimation, which estimates a reference standard and segmentation generator performance from a set of segmentations. It has been widely applied for the validation of image segmentation algorithms, and to compare the performance of different algorithms and experts. It has also found application in the identification of a consensus segmentation, by combination of the output of a group of segmentation algorithms, and for segmentation by registration and template fusion., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.
Proper citation: STAPLE (RRID:SCR_002590) Copy
A multiplatform open-source software to assist molecular biologists without much expertise in bioinformatics to manage, analyze and visualize their data. UGENE integrates widely used bioinformatics tools within a common user interface. The toolkit supports multiple biological data formats and allows the retrieval of data from remote data sources. It provides visualization modules for biological objects such as annotated genome sequences, Next Generation Sequencing (NGS) assembly data, multiple sequence alignments, phylogenetic trees and 3D structures. Most of the integrated algorithms are tuned for maximum performance by the usage of multithreading and special processor instructions. UGENE includes a visual environment for creating reusable workflows that can be launched on local resources or in a High Performance Computing (HPC) environment. UGENE is written in C++ using the Qt framework. The built-in plugin system and structured UGENE API make it possible to extend the toolkit with new functionality.
Proper citation: Unipro UGENE (RRID:SCR_005579) Copy
http://www.harzing.com/pop.htm
Software program that allows researchers to perform citation analysis and calculate various impact metrics. It uses Google Scholar to obtain the raw citations, then analyzes these and presents the following statistics: * Total number of papers * Total number of citations * Average number of citations per paper * Average number of citations per author * Average number of papers per author * Average number of citations per year * Hirsch''s h-index and related parameters * Egghe''s g-index * The contemporary h-index * The age-weighted citation rate * Two variations of individual h-indices * An analysis of the number of authors per paper. The results are available on-screen and can also be copied to the Windows clipboard (for pasting into other applications) or saved to a variety of output formats (for future reference or further analysis). The Publish or Perish software is a Microsoft Windows application that can also be installed and used on Apple Mac OS X and GNU/Linux computers, with the aid of a suitable emulator such as Wine or CrossOver Mac.
Proper citation: Publish or perish (RRID:SCR_005968) Copy
Standard Windows interoperability suite of programs for Linux and Unix that provides secure, stable and fast file and print services for all clients using the SMB/CIFS protocol, such as all versions of DOS and Windows, OS/2, Linux and many others. Samba is an important component to seamlessly integrate Linux/Unix Servers and Desktops into Active Directory environments using the winbind daemon.
Proper citation: Samba (RRID:SCR_006557) Copy
http://cran.r-project.org/web/packages/MCMC.qpcr/
Software package that implements generalized linear mixed model analysis of qRT-PCR data based on lognormal-Poisson model fitted using MCMC. Control genes are not required but can be incorporated as Bayesian priors or, when template abundances correlate with conditions, as trackers of global effects (common to all genes). Also implemented are the lognormal model for higher-abundance data and a classic model involving multi-gene normalization on a by-sample basis. Several plotting functions are included to extract and visualize results.
Proper citation: MCMC.qpcr (RRID:SCR_001721) Copy
https://www.bioconductor.org/packages//2.7/bioc/html/plateCore.html
Software that provides basic S4 data structures and routines for analyzing plate based flow cytometry data.
Proper citation: plateCore (RRID:SCR_001743) Copy
http://www.bioconductor.org/packages/release/bioc/html/SLqPCR.html
Software functions for analysis of real-time quantitative PCR data at SIRS-Lab GmbH.
Proper citation: SLqPCR (RRID:SCR_001669) Copy
http://www.genome.duke.edu/labs/ohler/research/NASTIseq/
Software for integrated detection of natural antisense transcripts using strand-specific RNA sequencing data.
Proper citation: NASTIseq (RRID:SCR_001797) Copy
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