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http://sanger-pathogens.github.io/snp-sites/

Software tool to find SNP sites from multi-FASTA alignment file. Can output results in multiple formats for downstream analysis.

Proper citation: SNP-sites (RRID:SCR_022265) Copy   

•   Source: SciCrunch Registry

https://www.zeiss.com/microscopy/us/products/confocal-microscopes/lsm-900-with-airyscan-2.html

Laser scanning confocal microscope for multiplex imaging and analysis., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Zeiss: LSM 900 with Airyscan 2 (RRID:SCR_022263) Copy   

•   Source: SciCrunch Registry

https://raw.githubusercontent.com/SciCrunch/RRID-Instruments/refs/heads/main/PDF/SCR_022262.pdf

System for efficient transfection of a variety of hard-to transfect cell lines and primary cells. Using certified aluminium electrode cuvettes this single cuvette system is capable of transfecting various substrates in a low throughput format.

Proper citation: Lonza: Nucleofector 2b Device (RRID:SCR_022262) Copy   

•   Source: SciCrunch Registry

https://pmbb.med.upenn.edu/

BioBank supports researchers by providing centralized access to large number of annotated blood and tissue samples.

Proper citation: University of Pennsylvania Perelman School of Medicine Penn Medicine BioBank Core Facility (RRID:SCR_022415) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/ezcalcium/

Software package for MATLAB that makes motion correction, segmentation, signal extraction and dimension reduction, analysis, and visualization of calcium imaging data easy to implement. Open source toolbox for analysis of calcium imaging data.

Proper citation: EZcalcium (RRID:SCR_022354) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/guppy/

Software Python toolbox that makes fiber photometry data analysis intuitive and light on programming.Used to measure neural activity of freely behaving animals.

Proper citation: GuPPy (RRID:SCR_022353) Copy   

•   Source: SciCrunch Registry

https://github.com/crtwomey/paws

Statistical software platform for automated scoring of pain in mice.Software R package takes paw trajectory data in response to stimulus and provides automated scoring of pain.

Proper citation: Pain Assessment at Withdrawal Speeds (RRID:SCR_022350) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/neuroethology-tools/

Software Python pipeline for automated detection, pose estimation, and behavior classification in socially interacting mice.Used for pose estimation and behavior quantification in pairs of freely behaving mice.

Proper citation: Mouse Action Recognition System (RRID:SCR_022347) Copy   

•   Source: SciCrunch Registry

https://www.microbialtec.com/pelodictyon-cultivation.html

Service for Pelodictyon cultivation.

Proper citation: Creative Biogene Pelodictyon Cultivation Service Resource (RRID:SCR_022244) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/sipec/

Software pipeline for video analysis. Deep learning Swiss knife for behavioral data analysis.Performs segmentation, identification, pose-estimation and classification of complex behaviour. Used for analysis of behavior of multiple animals in complex environments.

Proper citation: SIPEC (RRID:SCR_022364) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/timed-pressure-control/

System uses Arduino microcontroller to control relay module that operates solenoid valve which all sit in 3D printed housing. Solenoid works in conjunction with flowmeter regulator to allow for controlled flow of pressurized air into target. Timing of distensions is controlled via either custom Python based UI, or by triggered TTL pulse.Timed pressure control hardware and software used for delivery of air mediated distensions in animal models.

Proper citation: Timed pressure control hardware and software for delivery of air mediated distensions in animal models (RRID:SCR_022363) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/mmop/

Software tool as multi subject keypoint detection library for real time pose estimation.Used to track behavior of monkeys in natural environments, without disrupting their typical pattern of behavior. Deep learning software system for body, face, hands, and foot estimation in monkeys.

Proper citation: OpenPose (RRID:SCR_022362) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/trex/

Open source animal tracking software tool. Used to visually track movement of multiple animals at once.

Proper citation: TRex (RRID:SCR_022361) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/dlstream/

Software tool enables closed loop behavioral experiments using deep learning based markerless, real time posture detection.Closed loop behavioral experiment toolkit using pose estimation of body parts.

Proper citation: DLStream (RRID:SCR_022359) Copy   

•   Source: SciCrunch Registry

https://github.com/LINCellularNeuroscience/VAME

Software Python tool to cluster behavioral signals obtained from pose estimation tools. Unsupervised probabilistic deep learning framework capable of finding behavioral motifs in pose estimation data. Capable of augmenting quantitative behavioral analyses of data derived from standard pose-estimation software packages. Written based on core functions from DeepLabCut, and readily works with pose data from that package. Can also work with data from other pose estimation packages such as SLEAP.

Proper citation: Variational Embedding of Animal Motion (RRID:SCR_022477) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/pyneal/

Open source software package to support rt-fMRI via data in formats generated by Siemens, Philips, and GE. Used to support real time functional magnetic resonance imaging.

Proper citation: Pyneal (RRID:SCR_022333) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/oortt/

Software Pyton scripts to run computerised task of Reaction Time. Scripts, together with their instructions and scoresheets.Used for assessment of RTs that is freely available, compatible with all operating systems, without license and activation costs, and based on open source software platform.

Proper citation: OORTT (RRID:SCR_022331) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/autostereota/

Automated surgical instrument for brain tissue aspiration.Instrument for microendoscope implantation. Utilizes robotic control of needle connected to vacuum pump to aspirate brain tissue. System consists of robotic surgical instrument built around commercially available stereotaxic instrument and open source MATLAB-based GUI for control.

Proper citation: AutoStereota (RRID:SCR_022330) Copy   

•   Source: SciCrunch Registry

http://ireceptor.irmacs.sfu.ca/

Data discovery platform that facilitates curation, analysis and sharing of antibody/B-cell and T-cell receptor repertoires from multiple labs and institutions. Used to increase value of data through sharing with community. Platform for querying and analyzing antibody/B-cell and T-cell receptor repertoire data across federated repositories.

Proper citation: iReceptor (RRID:SCR_022294) Copy   

•   Source: SciCrunch Registry

https://www.lens.org

Portal to search, analyze and manage patent and scholarly data. Serves global patent and scholarly knowledge as public good to inform science and technology enabled problem solving.

Proper citation: Lens (RRID:SCR_022293) Copy   

•   Source: SciCrunch Registry