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https://www.merative.com/real-world-evidence/real-world-data-analytics#skiptheform-marketscan

Employer-sourced medical and drugs claims database of the under-65 working population and their dependents, as well as 65+ with Medicare supplemental insurance paid by employers.

Proper citation: MarketScan by Merative (RRID:SCR_027329) Copy   

•   Source: SciCrunch Registry

https://camarades.shinyapps.io/NDC-SOLES/

Web application to systematically collect, synthesise, and display experimental evidence in genetically-modified animal models of neurodevelopmental conditions.

Proper citation: NDC-SOLES (RRID:SCR_027274) Copy   

•   Source: SciCrunch Registry

https://github.com/wenmm/EssSubgraph/tree/main

A model algorithm that integrates omics data and network data to predict essential genes.

Proper citation: EssSubgraph (RRID:SCR_027354) Copy   

•   Source: SciCrunch Registry

https://github.com/nazbuhn/Comparison-of-Deep-Learning-Approaches-for-Extreme-Low-SNR-Image-Restoration/blob/main/adaptive_stitching.py

Software algorithm for restitching overlapping image crops with intensity adjustment. Crops are intensity corrected and weight adjusted to produce uniform intensity composite image.

Proper citation: adaptive_stitching (RRID:SCR_027653) Copy   

•   Source: SciCrunch Registry

https://atlantis.bioinfolab.sns.it

Integrative database for human proteome structural and functional sites. Used for understanding role of specific residues in protein structures, complexes, and interaction networks. Integrates various structural and functional annotation layers for each residue, offering comprehensive understanding of protein functionality.

Proper citation: Atlantis (RRID:SCR_027648) Copy   

•   Source: SciCrunch Registry

http://www.genome.gov/27549169

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on October 30,2025. 2012 workshop to establish a Central Resource of Data from Genome Sequencing Projects. The workshop addressed the challenges to aggregating and analyzing data sets from genome sequencing studies, such as: * Data sets being generally hard to access. * Data residing in various databases. * Variant and exposure/phenotype data not being comparable across studies. Participants in the workshop discussed options for dealing with these challenges, along with their costs and tradeoffs. Videos and accompanying slides from the workshop are available. Also available as a video playlist on GenomeTV

Proper citation: NHGRI: Establishing a Central Resource of Data from Genome Sequencing Projects (RRID:SCR_003205) Copy   

•   Source: SciCrunch Registry

https://neurobagel.org/

Open source software ecosystem designed to facilitate harmonization, search, and discovery of neuroimaging study cohorts across decentralized datasets. Allows researchers to find participants across different studies based on specific clinical, demographic, and imaging criteria without needing to merge all the original data into a single central database. Provides tools to connect a local neuroimaging dataset with others in decentralized framework using linked data principles.You can contribute to Neurobagel by enhancing its tools (annotation, querying), improving documentation, adding new features/models, fixing bugs, or sharing your own data/expertise to help researchers find and harmonize brain imaging cohorts through standardized metadata and knowledge graphs.

Proper citation: Neurobagel (RRID:SCR_027847) Copy   

•   Source: SciCrunch Registry

https://www.nbdc-datahub.org

Data platform providing centralized and secure access to rich, longitudinal brain, behavioral, and genomic data from both the Adolescent Brain Cognitive Development (ABCD) and the HEALthy Brain and Child Development (HBCD) Studies. By bringing together data from both studies, the NBDC Data Hub facilitates integrative research on early life and adolescent development, helping researchers explore developmental trajectories across the lifespan.

Proper citation: NIH Brain Development Cohorts (NBDC) Data Hub (RRID:SCR_027710) Copy   

•   Source: SciCrunch Registry

http://bionlp.bcgsc.ca/cancermine/

Text-mined and routinely updated database of drivers, oncogenes and tumor suppressors in different types of cancer.

Proper citation: CancerMine (RRID:SCR_027748) Copy   

•   Source: SciCrunch Registry

https://knowledge.brain-map.org/data?filter.program.title=CONTAINS~BRAIN%20Initiative%20Cell%20Atlas%20Network&limit=25&offset=0&search=%2A&sort=species.name~ASC

Database of complete listing of data sets generated by the Brain Initiative Cell Atlas Network (BICAN). Used to find, access, and use data from the BRAIN Initiative's efforts to map brain cell types, integrating molecular, anatomical, and functional data from mouse, primate, and human brains. Its purpose is to provide a comprehensive, open-access "parts list" of the brain, accelerate neuroscience discovery, and help understand brain disorders by offering links to raw data, visualizations, and tools for a vast array of cell types and circuits.

Proper citation: Brain Initiative Cell Atlas Network Data Catalog (RRID:SCR_027884) Copy   

•   Source: SciCrunch Registry

https://www.addgene.org/collections/brain-armamentarium/

Collection of molecular genetic reagents to gain access to many different brain cell types. Provides scientists with advanced genetic tools, primarily AAV (Adeno-Associated Virus) vectors with cell-type specific "enhancers," to precisely target, map, monitor, and manipulate specific cell types and circuits in the brain and spinal cord.

Proper citation: BRAIN Armamentarium AAV Collection (RRID:SCR_027885) Copy   

•   Source: SciCrunch Registry

https://camera.niehs.nih.gov/

Interactive database and user interface providing online access to validated alternative methods for U.S. regulatory and other contexts of use. Central hub and unified resource of validated alternative methods that enhances accessibility to validation study reports, data, protocols / SOPs, and information on regulatory guidance.Users can filter searches by alternative method types, defined approaches, Test Method Endpoint, and regulatory guidance.

Proper citation: Collection of Alternative Methods for Regulatory Application (CAMERA) (RRID:SCR_027893) Copy   

•   Source: SciCrunch Registry

http://polytraits.lifewatchgreece.eu/polytraits

Database on biological traits of polychaetes (bristle worms, Polychaeta: Annelida). It covers information about morphological, behavioural, reproductive and larval characteristics of polychaete taxa which has been collected from the literature.

Proper citation: polytraits (RRID:SCR_027932) Copy   

•   Source: SciCrunch Registry

http://www.commondataelements.ninds.nih.gov

The purpose of the NINDS Common Data Elements (CDEs) Project is to standardize the collection of investigational data in order to facilitate comparison of results across studies and more effectively aggregate information into significant metadata results. The goal of the National Institute of Neurological Disorders and Stroke (NINDS) CDE Project specifically is to develop data standards for clinical research within the neurological community. Central to this Project is the creation of common definitions and data sets so that information (data) is consistently captured and recorded across studies. To harmonize data collected from clinical studies, the NINDS Office of Clinical Research is spearheading the effort to develop CDEs in neuroscience. This Web site outlines these data standards and provides accompanying tools to help investigators and research teams collect and record standardized clinical data. The Institute still encourages creativity and uniqueness by allowing investigators to independently identify and add their own critical variables. The CDEs have been identified through review of the documentation of numerous studies funded by NINDS, review of the literature and regulatory requirements, and review of other Institute''s common data efforts. Other data standards such as those of the Clinical Data Interchange Standards Consortium (CDISC), the Clinical Data Acquisition Standards Harmonization (CDASH) Initiative, ClinicalTrials.gov, the NINDS Genetics Repository, and the NIH Roadmap efforts have also been followed to ensure that the NINDS CDEs are comprehensive and as compatible as possible with those standards. CDEs now available: * General (CDEs that cross diseases) Updated Feb. 2011! * Congenital Muscular Dystrophy * Epilepsy (Updated Sept 2011) * Friedreich''s Ataxia * Parkinson''s Disease * Spinal Cord Injury * Stroke * Traumatic Brain Injury CDEs in development: * Amyotrophic Lateral Sclerosis (Public review Sept 15 through Nov 15) * Frontotemporal Dementia * Headache * Huntington''s Disease * Multiple Sclerosis * Neuromuscular Diseases ** Adult and pediatric working groups are being finalized and these groups will focus on: Duchenne Muscular Dystrophy, Facioscapulohumeral Muscular Dystrophy, Myasthenia Gravis, Myotonic Dystrophy, and Spinal Muscular Atrophy The following tools are available through this portal: * CDE Catalog - includes the universe of all CDEs. Users are able to search the full universe to isolate a subset of the CDEs (e.g., all stroke-specific CDEs, all pediatric epilepsy CDEs, etc.) and download details about those CDEs. * CRF Library - (a.k.a., Library of Case Report Form Modules and Guidelines) contains all the CRF Modules that have been created through the NINDS CDE Project as well as various guideline documents. Users are able to search the library to find CRF Modules and Guidelines of interest. * Form Builder - enables users to start the process of assembling a CRF or form by allowing them to choose the CDEs they would like to include on the form. This tool is intended to assist data managers and database developers to create data dictionaries for their study forms.

Proper citation: NINDS Common Data Elements (RRID:SCR_006577) Copy   

•   Source: SciCrunch Registry

http://www.blueprint.org/

This website is a life-sciences research wiki hosted on Google Sites and managed by Principal Investigator Christopher Hogue at the National University of Singapore''''s Department of Biological Sciences on behalf of the Mechanobiology Institute of Singapore. Mechanobiology is the study of cellular and molecular systems that either respond to or generate forces. One of the major efforts of the Mechanobiology Institute is THE MANUAL OF CELLULAR AND MOLECULAR FUNCTION, a Wiki inspired online text resource. Brief History: Between 1997-2007 the Hogue Laboratory was located at Mount Sinai Hospital in Toronto where we developed BIND and other bioinformatics resources. Dr. Hogue was affiliated with the University of Toronto as a non-tenure track Associate Professor. Facing funding and staffing cutbacks in 2005, the intellectual property amassed by the group was sold by Mount Sinai Hospital & founders to Thomson-Reuters Scientific in March of 2007. In late 2007 Dr. Hogue moved to Singapore where he is now tenure-track faculty in Southeast Asia''''s Premiere Research University - the National Unviversity of Singapore.

Proper citation: Christopher Hogues Research Lab at the National University of Singapore (RRID:SCR_006725) Copy   

•   Source: SciCrunch Registry

http://dictybase.org/

Model organism database for the social amoeba Dictyostelium discoideum that provides the biomedical research community with integrated, high quality data and tools for Dictyostelium discoideum and related species. dictyBase houses the complete genome sequence, ESTs, and the entire body of literature relevant to Dictyostelium. This information is curated to provide accurate gene models and functional annotations, with the goal of fully annotating the genome to provide a ''''reference genome'''' in the Amoebozoa clade. They highlight several new features in the present update: (i) new annotations; (ii) improved interface with web 2.0 functionality; (iii) the initial steps towards a genome portal for the Amoebozoa; (iv) ortholog display; and (v) the complete integration of the Dicty Stock Center with dictyBase. The Dicty Stock Center currently holds over 1500 strains targeting over 930 different genes. There are over 100 different distinct amoebozoan species. In addition, the collection contains nearly 600 plasmids and other materials such as antibodies and cDNA libraries. The strain collection includes: * strain catalog * natural isolates * MNNG chemical mutants * tester strains for parasexual genetics * auxotroph strains * null mutants * GFP-labeled strains for cell biology * plasmid catalog The Dicty Stock Center can accept Dictyostelium strains, plasmids, and other materials relevant for research using Dictyostelium such as antibodies and cDNA or genomic libraries.

Proper citation: Dictyostelium discoideum genome database (RRID:SCR_006643) Copy   

•   Source: SciCrunch Registry

http://platform.invbrain.neuroinf.jp/

Database of information on nervous systems and behavior of various species of invertebrates and a large body of ancillary material to promote the use of invertebrate systems in research and education and facilitate information transfer to engineers that are looking for mechanisms that may be useful to solve a wide range of technological problems. The database is linked to explanations of the contents to allow users to familiarize themselves with the data and the context in which they were obtained. The platform has four entrance points tailored to different target user groups. The first entrance point is designed for users that are interested in using invertebrates for research purposes, in particular in the field of neuroscience, to assist them in initiating research projects. This includes databases of sensory systems, brains, and behavior of invertebrates, especially insects. The databases contain sensory organ structure and function, photographs and movies documenting insect behavior, data acquisition equipment and other instrumentation, software, material for eduction, and bibliography. A second entrance point is available for those that are concerned with implementations of design principles of invertebrate nervous systems and behavior in industrial applications. The third portal is destined for providing quick access for instructors that intend to use invertebrates for educational purposes and the remaining entrance point facilitates obtaining general comparative information on sensory and central nervous systems and behavior of invertebrates.

Proper citation: Invertebrate Brain Platform (RRID:SCR_006764) Copy   

•   Source: SciCrunch Registry

http://neuroade.christakou.org/

At neuroade, a Cognitive Neuroscience Laboratory, we study change in brain and behavior across multiple time-scales. Researchers in the lab combine a variety of methodologies to answer specific questions about typical and atypical behavior and development. We use functional magnetic resonance imaging (fMRI), peripheral psychophysiology (such as skin conductance responses), behavioral testing, genotyping analysis, and computational modeling. Most of our work takes place at the Centre for Integrative Neuroscience and Neurodynamics (CINN), and we all live in the Department of Psychology at the University of Reading. Our research is divided into several distinct yet highly interlinked themes, all converging in their application to understanding psychopathology -- summarised here in no particular order: * Decision-making and the Evaluation of Decision Outcomes * Dimensions of Impulsivity as a Foraging Strategy * Adolescent Development * Computational Modeling Probes of Individual Differences

Proper citation: neuroade (RRID:SCR_006758) Copy   

•   Source: SciCrunch Registry

http://www.aids.gov/podcast/podcast-gallery/

Podcasts from AIDS.gov, featuring information from the Federal government about HIV/AIDS prevention, testing, research, treatment, and using new media in response to HIV/AIDS. Categories include: Basic HIV information, New Media, Federal Programs and Policies, HIV/AIDS Awareness Days, and Real Stories.

Proper citation: AIDS.gov Podcast (RRID:SCR_006750) Copy   

•   Source: SciCrunch Registry

http://www.doi.org/

A system for identifying content objects in the digital environment. DOI names are assigned to any entity for use on digital networks. They are used to provide current information, including where they (or information about them) can be found on the Internet. Information about a digital object may change over time, including where to find it, but its DOI name will not change. The DOI System provides a framework for persistent identification, managing intellectual content, managing metadata, linking customers with content suppliers, facilitating electronic commerce, and enabling automated management of media. DOI names can be used for any form of management of any data, whether commercial or non-commercial. The DOI System is an ISO International Standard. Using DOI names as identifiers makes managing intellectual property in a networked environment much easier and more convenient, and allows the construction of automated services and transactions.

Proper citation: DOI (RRID:SCR_006632) Copy   

•   Source: SciCrunch Registry