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https://github.com/Frederik-D-Weber/cosleep

Software Python tool for sleep EEG analysis. Used for Closed and Open loop in Slow Ocillations, Sleep Stimulation in Auditory or Recording in full PSG using OpenBCI Cyton.

Proper citation: COsleep (RRID:SCR_017053) Copy   

•   Source: SciCrunch Registry
  

https://jgi.doe.gov/data-and-tools/bbtools/bb-tools-user-guide/bbduk-guide/

Software tool for trimming and filtering sequencing data. Used to combine data quality related trimming, filtering, and masking operations into a single tool adapter. BBDuk2 allows multiple kmer based operations in a single pass.

Proper citation: Bestus Bioinformaticus Duk (RRID:SCR_016969) Copy   

•   Source: SciCrunch Registry
  

https://picrust.github.io/picrust/

Software package to predict metagenome functional content from marker gene (e.g., 16S rRNA) surveys and full genomes. Used to predict which gene families are present and then combines gene families to estimate the composite metagenome.

Proper citation: PICRUSt (RRID:SCR_016855) Copy   

•   Source: SciCrunch Registry
  

http://bioconductor.org/packages/release/data/experiment/html/affydata.html

Software R package for analysis of Affymetrix Data. Contains samples data files of a large size.

Proper citation: affydata (RRID:SCR_016976) Copy   

•   Source: SciCrunch Registry
  

http://www.nitrc.org/projects/quicknii/

Histological brain section series aligner to volumetric atlases. Software tool for user guided affine registration (anchoring) of 2D experimental image data, typically high resolution microscopic images, to 3D atlas reference space, facilitating data integration through standardized coordinate systems. Part of the QUINT workflow.

Proper citation: QuickNII (RRID:SCR_016854) Copy   

•   Source: SciCrunch Registry
  

https://www.uni-muenster.de/de/

The University of Münster is a public university located in the city of Münster, North Rhine-Westphalia in Germany. It is Germany fifth largest university.

Proper citation: University of Muenster; Muenster; Germany (RRID:SCR_016853) Copy   

•   Source: SciCrunch Registry
  

http://www2.heatmapper.ca/

Software tool to create and provide heat maps through a graphical interface. Allows to create an expression, pairwise comparison, image overlay, geomap, and geocoordinate heat maps for different data types and applications. Used to interactively visualize data.

Proper citation: Heatmapper (RRID:SCR_016974) Copy   

•   Source: SciCrunch Registry
  

https://www.keyence.com/products/microscope/fluorescence-microscope/bz-x700/index_pr.jsp

Fluorescence microscope of BZ-X series by KEYENCE CORPORATION of America. Captures high resolution images without the blurring caused by out of focus fluorescent signals. Optical sectioning allows the user to obtain images comparable to those captured on a laser confocal microscope, but in a fraction of the time and without the damaging effects of a laser., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Keyence: BZ-X700 microscope (RRID:SCR_016979) Copy   

•   Source: SciCrunch Registry
  

https://prismclinical.com/

Provides Prism softwares and services that integrate advanced imaging into the clinical workflow for brain mapping from acquisition through processing, visualization, and export to PACS. Prism integrates functional MRI, diffusion MRI, perfusion, MR spectroscopy, and PET/CT into a unified workflow for diagnosis and treatment planning in brain disorders. Processing is also available as a cloud deployed service, Prism Serve. Research support includes import/export for imaging and derived quantitative data in both DICOM and research formats such as AFNI and Trackviz.

Proper citation: Prism Clinical Imaging (RRID:SCR_016977) Copy   

•   Source: SciCrunch Registry
  

https://www.ccpn.ac.uk/

Project provides tools and knowledge to maximize the impact of the biological NMR studies. CCPN software facilitates data analysis and software integration. Project promotes the exchange of knowledge and provides training and best practices for the NMR community and has leading role in the development of NMR data sharing standard and coordination of NMR instrumentation proposals. Includes CCPN Data Model for macromolecular NMR and related areas, CcpNmr suite of programs like Analysis for spectrum visualization, resonance assignment and analysis, ChemBuild to create chemical structure templates in an NMR aware manner, FormatConverter for data exchange with common textual NMR formats and SpecView for swift, format independent peak and spectrum visualization.

Proper citation: Collaborative Computing Project for NMR (RRID:SCR_016983) Copy   

•   Source: SciCrunch Registry
  

https://github.com/macmanes-lab/BinPacker/blob/master/README

Software tool as de novo trascriptome assembler for RNA-Seq data. Used to assemble full length transcripts by remodeling problem as tracking set of trajectories of items over splicing graph. Input RNA-Seq reads in fasta or fastq format, and ouput all assembled candidate transcripts in fasta format. Operating system Unix/Linux.

Proper citation: BinPacker (RRID:SCR_017038) Copy   

•   Source: SciCrunch Registry
  

https://www.ccpn.ac.uk/v2-software/software/extras/datamodelfolder

Model to cover data for macromolecular NMR spectroscopy from the initial experimental data to the final validation. Used for the large scale data deposition, data mining and program interoperability. Enables movement from one software package to another without difficulties with data conversion or loss of information. Works with CcpNmr Analysis software for analysis and interactive display, CcpNmr FormatConverter for allowing transfer of data from programs used in NMR to and from the Data Model, and the CLOUDS software for automated structure calculation and assignment. Used within the CCPN software suite for NMR spectroscopy and at the BioMagResBank for converting existing deposited restraint lists to a standard IUPAC nomenclature.

Proper citation: CCPN Data Model (RRID:SCR_016982) Copy   

•   Source: SciCrunch Registry
  

https://www.zeiss.com/microscopy/us/products/light-microscopes/stereo-and-zoom-microscopes/axio-zoom-v16-for-materials.html

ZEISS Axio Zoom.V16 microscope system includes high resolution zoom microscope for large fields. Focuses on reflected light microscopy of materials. Uses optical components to manage reflected light from specimen surface. Designed for observing surface properties and structures of materials using reflected light. System focuses on providing high resolution image quality and contrast for reflected light microscopy of solid materials., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Zeiss: Axio Zoom.V16 for Materials��� (RRID:SCR_016980) Copy   

•   Source: SciCrunch Registry
  

http://maizedig.maizegdb.org/

Genotype and phenotype database for maize images based on BioDIG. Supports multiple reference genomes and has been integrated with the MaizeGDB Genome Browser to make custom tracks showing mutant phenotypes within their genomic context. Allows for custom tagging of images to highlight regions related to the phenotypes. This is accomplished through an interface allowing users to create links from images to genomic coordinates and to curate and search images by gene model ID, gene symbol, and gene name.

Proper citation: Maize Database of Images and Genomes (RRID:SCR_016987) Copy   

•   Source: SciCrunch Registry
  

https://www.ccpn.ac.uk/v2-software/software/analysis

Software package for interactive NMR spectrum visualization, resonance assignment and data analysis. Graphical elements allow to enter information and to view status of data and library functions manipulate the CCPN data model objects to record the scientific information. Software is cross platform and works on Linux, Mac OSX, Windows and Unix.

Proper citation: CCPN Analysis (RRID:SCR_016984) Copy   

•   Source: SciCrunch Registry
  

https://github.com/INTABiotechMJ/MITE-Tracker

Open source software tool for identifying miniature inverted repeat transposable elements in large genomes. Used to process large scale genomes, to find and classify MITEs using an efficient alignment strategy to retrieve nearby inverted repeat sequences.

Proper citation: MITE-Tracker (RRID:SCR_017030) Copy   

•   Source: SciCrunch Registry
  

https://github.com/g2-bernotas/PS-Plant-Framework

Software tool as end to end software for data acquisition, processing, and result extraction of Arabidopsis thaliana growth. Framework uses photometric stereo based 3D imaging system with computer vision and deep learning for tracking and quantifying both plant growth and movement parameters.

Proper citation: PS-Plant Framework (RRID:SCR_017032) Copy   

•   Source: SciCrunch Registry
  

https://github.com/BDI-pathogens/phyloscanner

Software tool for analysing pathogen genetic diversity and relationships between and within hosts at once, in windows along genome. Inferring transmission from within and between host pathogen genetic diversity.

Proper citation: phyloscanner (RRID:SCR_017400) Copy   

•   Source: SciCrunch Registry
  

https://github.com/raamana/neuropredict

Software tool for assessment of predictive power, with support for neuroimaging features. Easy machine learning and standardized predictive analysis of biomarkers.

Proper citation: neuropredict (RRID:SCR_017405) Copy   

•   Source: SciCrunch Registry
  

https://github.com/SciCrunch/NIF-Ontology/tree/neurons/ttl

An ontology for describing the complex phenotypes of neurons.

Proper citation: Neuron Phenotype Ontology (RRID:SCR_017403) Copy   

•   Source: SciCrunch Registry