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https://www.phenix-online.org/documentation/reference/refinement.html

Software tool for a general purpose crystallographic structure refinement within the PHENIX package. Serves as a critical component in automated model building, final structure refinement, structure validation and deposition to the wwPDB.

Proper citation: Phenix.refine (RRID:SCR_016736) Copy   

•   Source: SciCrunch Registry

https://www.indicalab.com/halo/

Software image analysis platform for quantitative tissue analysis in digital pathology by Indica Labs. Used for high-throughput, quantitative tissue analysis in oncology, neuroscience, metabolism, toxicology.

Proper citation: HALO (RRID:SCR_018350) 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://rna.tbi.univie.ac.at//cgi-bin/RNAWebSuite/RNAfold.cgi

Web server predict secondary structures of single stranded RNA or DNA sequences.

Proper citation: RNAfold (RRID:SCR_024427) Copy   

•   Source: SciCrunch Registry

https://nano-measurer.software.informer.com/

Software tool to process micrograph images for particle size.

Proper citation: Nano Measurer (RRID:SCR_024493) Copy   

•   Source: SciCrunch Registry

https://topospro.com/software/

Software package for analysis of geometrical and topological properties of periodic structures including crystals, networks, tilings.ToposPro was tailored to process large samples of crystallographic data and to find correlations between structure parameters.

Proper citation: ToposPro (RRID:SCR_024496) Copy   

•   Source: SciCrunch Registry

https://www.cs.cmu.edu/~jernst/stem/

Software tool for analysis of short time series gene expression data. Java program for clustering, comparing, and visualizing short time series gene expression data from microarray experiments. Allows to identify significant temporal expression profiles and genes associated with these profiles and to compare behavior of these genes across multiple conditions. STEM is fully integrated with the Gene Ontology.

Proper citation: Stem (RRID:SCR_024499) Copy   

•   Source: SciCrunch Registry

https://www.agilent.com/en/product/cell-analysis/real-time-cell-metabolic-analysis/xf-software/seahorse-wave-controller-software-2-6-1-740904

Instrument control and data acquisition software for Agilent Seahorse XFe96 and XFe24 analyzers with Windows 10 64-bit OS only. Experiment design, instrument control, data analysis, and file management software. Software provides intuitive interface with predefined assay templates and streamlined experimental design for simplified metabolic analysis.

Proper citation: Agilent Seahorse Wave (RRID:SCR_024491) Copy   

•   Source: SciCrunch Registry

https://swissmodel.expasy.org/lddt

Web server for local superposition free score for comparing protein structures and models using distance difference tests. Superposition free score that evaluates local distance differences of all atoms in model, including validation of stereochemical plausibility.

Proper citation: lDDT (RRID:SCR_024524) Copy   

•   Source: SciCrunch Registry

http://www.rna-society.org/rnalocate/

Web tool for RNA subcellular localizations analysis. RNALocate v2.0 is updated resource for RNA subcellular localization with increased coverage and annotation.

Proper citation: RNALocate (RRID:SCR_024418) Copy   

•   Source: SciCrunch Registry

https://github.com/pinellolab/CRISPResso2

Software pipeline designed to enable rapid and intuitive interpretation of genome editing experiments. Used for analysis of deep sequencing data for rapid and intuitive interpretation of genome editing experiments.

Proper citation: CRISPResso2 (RRID:SCR_024503) Copy   

•   Source: SciCrunch Registry

https://silebat.github.io/FSK-Lab/openbugs.html

Software for analysing complex statistical models using Markov chain Monte Carlo methods.

Proper citation: OpenBUGS (RRID:SCR_024488) Copy   

•   Source: SciCrunch Registry

https://www.reading.ac.uk/bioinf/ModFOLD/

Web server for the global and local quality estimation of 3D protein models

Proper citation: ModFOLD (RRID:SCR_024518) 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

http://accelrys.com/products/collaborative-science/biovia-pipeline-pilot/

Software used to automate the process of accessing, analyzing and reporting scientific data. This software can be used by a person with little or no software development experience can create scientific protocols that can be executed through a variety of interfaces including: BIOVIA Web Port, other BIOVIA solutions such as BIOVIA Electronic Lab Notebook, Isentris, Chemical Registration and third-party applications such as Microsoft SharePoint. The protocols aggregate and provide immediate access to volumes of research data, they automate the scientific analysis of data and allow researchers to explore, visualize and report results.

Proper citation: Pipeline Pilot (RRID:SCR_014917) Copy   

•   Source: SciCrunch Registry

http://www.repeatmasker.org/RepeatModeler/

Sequence analysis software that performs repeat family identification and creates models for sequence data. RepeatModeler utilizes RepeatScout and RECON to identify repeat element boundaries and family relationships., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: RepeatModeler (RRID:SCR_015027) 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