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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
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Classifier Visualization in R Resource Report Resource Website 10+ mentions |
Classifier Visualization in R (RRID:SCR_008551) | software resource | ROCR is a package for evaluating and visualizing the performance of scoring classifiers in the statistical language R. It features over 25 performance measures that can be freely combined to create two-dimensional performance curves. Standard methods for investigating trade-offs between specific performance measures are available within a uniform framework, including receiver operating characteristic (ROC) graphs, precision/recall plots, lift charts and cost curves. ROCR integrates tightly with R''s powerful graphics capabilities, thus allowing for highly adjustable plots. Being equipped with only three commands and reasonable default values for optional parameters, ROCR combines flexibility with ease of usage. Performance measures that ROCR knows: Accuracy, error rate, true positive rate, false positive rate, true negative rate, false negative rate, sensitivity, specificity, recall, positive predictive value, negative predictive value, precision, fallout, miss, phi correlation coefficient, Matthews correlation coefficient, mutual information, chi square statistic, odds ratio, lift value, precision/recall F measure, ROC convex hull, area under the ROC curve, precision/recall break-even point, calibration error, mean cross-entropy, root mean squared error, SAR measure, expected cost, explicit cost. ROCR features: ROC curves, precision/recall plots, lift charts, cost curves, custom curves by freely selecting one performance measure for the x axis and one for the y axis, handling of data from cross-validation or bootstrapping, curve averaging (vertically, horizontally, or by threshold), standard error bars, box plots, curves that are color-coded by cutoff, printing threshold values on the curve, tight integration with Rs plotting facilities (making it easy to adjust plots or to combine multiple plots), fully customizable, easy to use (only 3 commands). ROCR can be used under the terms of the GNU General Public License. Running within R, it is platform-independent. | has parent organization: Max-Planck-Institute for Informatics; Saarbrucken; Germany | PMID:16096348 | nif-0000-31415 | SCR_008551 | ROCR: Classifier Visualization in R, ROCR | 2026-09-12 12:57:05 | 17 | |||||||||
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Bork Group's WU-BLAST2 Search Service at EMBL Resource Report Resource Website 1+ mentions |
Bork Group's WU-BLAST2 Search Service at EMBL (RRID:SCR_008431) | data or information resource, service resource | THIS RESOURCE IS NO LONGER IN SERVICE, documented August 23, 2016. This portal let you search BLAST through the WU-BLAST2 Search Service provided by the Bork Group at EMBL. Sponsors: This resource is supported by EMBL., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025. | has parent organization: European Molecular Biology Laboratory | THIS RESOURCE IS NO LONGER IN SERVICE | nif-0000-30210 | http://archive.is/dove.embl-heidelberg.de | SCR_008431 | BLAST2 | 2026-09-12 12:57:04 | 7 | ||||||||
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Emergent Resource Report Resource Website 1+ mentions |
Emergent (RRID:SCR_008500) | Emergent | data or information resource, narrative resource, simulation software, software application, software resource, wiki | emergent is a comprehensive, full-featured neural network simulator that allows for the creation and analysis of complex, sophisticated models of the brain in the world. With an emphasis on qualitative analysis and teaching, it also supports the workflow of professional neural network researchers. Its high level drag-and-drop programming interface, built on top of a scripting language that has full introspective access to all aspects of networks and the software itself, allows one to write programs that seamlessly weave together the training of a network and evolution of its environment without ever typing out a line of code. Networks and all of their state variables are visually inspected in 3d, allowing for a quick visual regression of network dynamics and robot behavior. This same 3d world sports a highly accurate Newtonian physics simulation, allowing you to create rich robotics simulations (for example, a car). As a direct descendant of PDP (1986) and PDP (1999), emergent has been in development for decades. In the most recent versions available strive to distill it down to its essential elements. Those that take the time to learn the best practices will be rewarded with the ability to create and understand the most complicated neural models ever published. | neural, simulator, network, analysis, software, simulation, physics, newtonian |
is related to: PDP++ Software Home Page has parent organization: University of Colorado Boulder; Colorado; USA |
NIMH R01 MH069597-01; NIMH MH47566; DARPA/ONR N00014-05-1-0880; ONR N00014-03-1-0428 |
nif-0000-30515 | SCR_008500 | Emergent Neural Network Simulation System, PDP++ | 2026-09-12 12:57:05 | 4 | |||||||
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Cython C-Extensions for Python Resource Report Resource Website 100+ mentions |
Cython C-Extensions for Python (RRID:SCR_008466) | software resource | Cython is a language that makes writing C extensions for the Python language as easy as Python itself. Cython is based on the well-known Pyrex, but supports more cutting edge functionality and optimizations. The Cython language is very close to the Python language, but Cython additionally supports calling C functions and declaring C types on variables and class attributes. This allows the compiler to generate very efficient C code from Cython code. This makes Cython the ideal language for wrapping external C libraries, and for fast C modules that speed up the execution of Python code. Sponsor. Google and Enthought funded Dag Seljebotn to greatly improve Cython integration with NumPy. Kurt Smith and Danilo Freitas were funded through the Google Summer of Code program to work on improved Fortran and C support respectively. |
is related to: Python Programming Language is required by: TomoMiner |
nif-0000-30401 | SCR_008466 | Cython | 2026-09-12 12:57:04 | 140 | ||||||||||
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Lausanne Genomic Technologies Facility Resource Report Resource Website 1+ mentions |
Lausanne Genomic Technologies Facility (RRID:SCR_008468) | data or information resource, database, laboratory portal, organization portal, portal | The Lausanne Genomics Technologies Facility (GTF) is a genomic technologies core laboratory serving the Lausanne and Lemanic region research community. It is housed in and administered by the Center for Integrative Genomics. The GTF offers a range of microarrays services, including : providing access to the instrumentation and the consumables that are required for the use of the pre-printed oligonucleotide microarrays available from Affymetrix and Illumina as well as miRNA gene microarrays from Agilent Technologies providing access to and supporting applications using the Illumina Genome Analyzer 2 ultra high throughput DNA sequencing platform providing access to the instrumentation and the consumables that are required for performing quantitative real-time PCR analyses using the Applied Biosystems 7900HT Sequence Detection System. providing bioinformatics support and consultation services at the stages of experimental design, data collection and storage, image analysis and data analysis acting as a center of experience, expertise and training in microarray and quantitative PCR technologies and methodologies. Laboratory space and computer workstations are available to users wanting to perform the experiments and/or analyses in the facility. The GTF also acts as an information clearing house for the user community by providing a forum for the sharing of methods, protocols and experience generated by the GTF and community scientists using microarray and quantitative PCR technology investigating and implementing, when appropriate, microarray-based methods for applications other than gene expression monitoring (e.g. SNP detection) participating in the evaluation of new RNA expression profiling and nucleic hybridization detection technologies as they develop and incorporate the appropriate technologies into the services offered by the facility | has parent organization: University of Lausanne; Lausanne; Switzerland | nif-0000-30407 | SCR_008468 | GTF | 2026-09-12 12:57:04 | 7 | ||||||||||
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Applied Math and Science Education Repository Resource Report Resource Website 1+ mentions |
Applied Math and Science Education Repository (RRID:SCR_008501) | data or information resource, portal, topical portal | AMSER is a portal of educational resources and services built specifically for use by those in Community and Technical Colleges but free for anyone to use. AMSER provides links to resources for faculty, staff, librarians, students and others for use in both educational settings or in their pursuit of life long learning. Sponsors: AMSER is funded by the National Science Foundation (NSF) as part of the National Science Digital Library, and is being created by a team of project partners led by Internet Scout. | educational, faculty, college, community, learning, librarian, portal, service, staff, student, technical | nif-0000-32988 | SCR_008501 | AMSER | 2026-09-12 12:57:05 | 2 | ||||||||||
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Ultrasome Resource Report Resource Website |
Ultrasome (RRID:SCR_008465) | Ultrasome | software resource | An efficient methodology for detecting and delineating gains and losses of chromosomal material in DNA copy-number data. |
is listed by: OMICtools has parent organization: Broad Institute |
PMID:19228802 | Acknowledgement requested, Free for academic use | OMICS_00737 | SCR_008465 | 2026-09-12 12:57:04 | 0 | ||||||||
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Drug Development Pipeline Resource Report Resource Website 1+ mentions |
Drug Development Pipeline (RRID:SCR_008464) | data or information resource, portal, topical portal | The Cystic Fibrosis Foundation has built a dynamic pipeline for the development of more new potential cystic fibrosis (CF) therapies than ever before. To treat a complex disease like CF, therapies must target problems in the airways and the digestive system. In the CF drug development pipeline, there also are promising new therapies designed to rectify the cause of CF a faulty gene and/or its faulty protein product. Cystic fibrosis is an inherited chronic disease that affects the lungs and digestive system of about 30,000 children and adults in the United States (70,000 worldwide). A defective gene and its protein product cause the body to produce unusually thick, sticky mucus that: clogs the lungs and leads to life-threatening lung infections; and obstructs the pancreas and stops natural enzymes from helping the body break down and absorb food. In the 1950s, few children with cystic fibrosis lived to attend elementary school. Today, advances in research and medical treatments have further enhanced and extended life for children and adults with CF. Many people with the disease can now expect to live into their 30s, 40s and beyond. | has parent organization: Cystic Fibrosis Foundation | nif-0000-30400 | SCR_008464 | Drug Development Pipeline | 2026-09-12 12:57:04 | 2 | ||||||||||
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D. rerio Blast Server Resource Report Resource Website 1+ mentions |
D. rerio Blast Server (RRID:SCR_008461) | service resource | This Blast server offers searches against all D. rerio finished and unfinished clones in the Sanger sequencing pipeline. You can now also search the de novo assemblies generated from sequencing of one doubled haploid homozygous individual of each the AB and Tuebingen strain. Both fish were sequenced to ~40x coverage using Illumina GA sequencing technology and the sequences were assembled using Phusion2, resulting in a 1,33 Gb AB and a 1.48 Gb Tuebingen assembly. Due to the short reads and short inserts and no integration of physical or genetic map data, both assemblies are highly fragmented - with an N50 contig size of about 5kb. Mis-assembly errors may also be present in the contigs. Please note these assemblies are independent additions to the assemblies released by the zebrafish genome project and are intended to aid identification of polymorphisms between these two strains. Charity. Genome Research Limited is a charity registered in England with number 1021457 | has parent organization: Wellcome Trust Sanger Institute; Hinxton; United Kingdom | nif-0000-30406 | SCR_008461 | D. rerio | 2026-09-12 12:57:04 | 6 | ||||||||||
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DeRisi Lab Resource Report Resource Website 10+ mentions |
DeRisi Lab (RRID:SCR_008581) | data analysis software, data or information resource, data processing software, image processing software, laboratory portal, organization portal, portal, simulation software, software application, software resource | The DeRisi Lab focuses on genomic approaches to the study of infectious disease. Specifically, we are studying Plasmodium falciparum, the causative agent of the most deadly form of human malaria. We are also involved in a major effort for the discovery of new viral pathogens associated with diseases of unknown etiology. Software tools developed in the lab include: HMMSplicer discovers splice sites in high throughput sequencing datasets without using gene models. HMMSplicer can also be used to find non-canonical junctions as well. HMMSplicer was benchmarked on publickly available A. thaliana, H. sapiens, and P. falciparum datasets and performs well on all genomes. Information about the datasets tested, including the exact command parameters and the final results, is provided. HMMSplicer is implemented in Python and is freely available for all. VersaCount is a simple application to assist with the counting of cells by microscopy. When used with a numeric keypad, it can significantly increase counting efficiency when compared with a traditional clicker. Although it was designed for malaria work, it can be customized for a wide variety of cell counting applications. VersaCount was written by Charlie Kim. ExpressionNet is a program written by Jingchun Zhu that uses Bayesian network learning algorithms to explore relationships among random variables to generate network models. The software has been used to study the transcriptional response to environmental perturbations in budding yeast. Details of the program and the study of yeast transcription using Bayesian Networks was published in PLoS ONE. DNA microarrays may be used to identify microbial species present in environmental and clinical samples. However, automated tools for reliable species identification based on observed microarray hybridization patterns are lacking. We present an algorithm, E-Predict, for microarray-based species identification. ArrayOligoSelector (AOS) is an open source program developed by Jingchun Zhu for the purpose of systematically designing gene-specific long oligonucleotide probes for entire genomes. For each open reading frame, the program optimizes oligo selection based upon several parameters, including uniqueness, complexity, secondary structure, GC content, and 3'' end proximity. AOS also is hosted at SourceForge. This site contains documentation and a user-friendly how-to. ArrayMaker 2 provides high performance robotic control of microarrayer robots with an incredibly intuitive, easy to use interface. ArrayMaker 2 is optimized for use with the new generation of ultra fast linear servo driven arrayers, yet it is backwards compatible with the original MGuide style of ball-screw driven arrayers. | model |
is listed by: 3DVC has parent organization: University of California at San Francisco; California; USA |
nif-0000-31884 | SCR_008581 | DeRisi Lab | 2026-09-12 12:57:06 | 12 | |||||||||
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Rules Based Medicine Resource Report Resource Website 10+ mentions |
Rules Based Medicine (RRID:SCR_008575) | software resource | Rules-Based Medicine (RBM) uses proprietary Multi-Analyte Profiling (MAP) technology to make life science research and drug and diagnostic development programs more efficient and effective. Whether measuring hundreds of biomarkers or simply a few, our approach provides reproducible, quantitative immunoassay data from a small sample volume at a cost-effective price. RBM is CLIA certified and supports GLP studies. * Quality: All immunoassays are validated to clinical laboratory standards. This means complete validation for the clinic, not fit for purpose validation which at RBM means inferior validation. Learn More * Content: We have the most comprehensive menu of biomarker immunoassays available. * Small Sample Volumes: Multiplexing provides you with more data using a smaller sample volume. * Cost Effective: Multiplexing and automation combine to deliver high quality data at reasonable prices. * Ease of use: Ship us your samples and get results within 2 weeks. Rules-Based Medicine (RBM), the worlds leading multiplexed biomarker testing laboratory, provides comprehensive protein biomarker products and services based on its Multi-Analyte Profiling (MAP) technology platform. RBMs biomarker testing service provides pre-clinical and clinical researchers with reproducible, quantitative, multiplexed immunoassay data for hundreds of proteins in a cost-effective manner, from a small sample volume and from multiple species. Our biomarker testing laboratory is CLIA certified and supports GLP studies. Most diseases and drug effects manifest themselves in abnormal levels of specific biomarkers found in the peripheral blood. By providing multiplexed, quantitative, and reproducible tests for hundreds of biomarkers, RBM enables research that historically was not available due to sample volume requirements and associated costs. Use of our testing services can identify the sources of both the positive and negative effects of drugs during pre-clinical research and clinical trials. Biomarker testing results identify patients most likely to respond to a given therapy and the biochemical reason for that response, making clinical trials more successful and effective. Through its wholly owned subsidiary EDI GmbH, RBM provides Human Organo-Typic (HOT) cell culture systems. These co-culture systems consist of multiple primary cell types grown in a 3-D architecture that closely mimic particular human organs and are an ideal platform for ex vivo studies of drug safety and efficacy. RBM combines EDIs cell culture systems with its HumanMAP biomarker testing services to provide researchers with an unprecedented view of the physiological and biochemical impact of a new drug compound or consumer product prior to testing in a human subject. RBM also performs custom assay development, participates in co-sponsored research programs, and pursues in-licensing of novel high-value assays. | nif-0000-31474 | SCR_008575 | RBM | 2026-09-12 12:57:06 | 26 | |||||||||||
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Roche NimbleGen Resource Report Resource Website 100+ mentions |
Roche NimbleGen (RRID:SCR_008571) | Roche NimbleGen | instrument manufacture, material service resource, production service resource, service resource | Roche NimbleGen, Inc. is a leading innovator, manufacturer and supplier of a proprietary suite of DNA microarrays, consumables, instruments and services. Roche NimbleGen uniquely produces high-density arrays of long oligo probes that provide greater information content and higher data quality necessary for studying the full diversity of genomic and epigenomic variation. Roche NimbleGen is enabling a new era of High-Definition Genomics by providing scientists with cost-effective, high-throughput tools for extracting and integrating complex data on important forms of genomic and epigenomic variation not previously accessible on a genome-wide scale. Scientists can thus obtain a clearer understanding of genomic and epigenomic structure and function and how they impact biology and medicine. This improved performance is made possible by Roche NimbleGen''s proprietary Maskless Array Synthesis (MAS) technology, which uses digital light processing and rapid, high-yield photochemistry to synthesize long oligo, high-density DNA microarrays with extreme flexibility. NimbleGen Systems was established in 1999. The MAS technology is the result of research collaborations between the departments of biotechnology, genetics, physics, and semiconductor engineering at the University of Wisconsin - Madison. Roche NimbleGen has the exclusive worldwide license to the MAS technology from the Wisconsin Alumni Research Foundation (WARF). | nif-0000-31466 | SCR_008571 | 2026-09-12 12:57:06 | 233 | |||||||||||
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Cambridge Neuroscience Department Resource Report Resource Website 1+ mentions |
Cambridge Neuroscience Department (RRID:SCR_008649) | data or information resource, department portal, organization portal, portal | This portal provides information about the neuroscience department at the University of Cambridge. Cambridge has a strong tradition in neuroscience having been host to the first analyses of neural signaling in the 1930s, determined the mechanisms of neuronal firing in the 1950s, and heralded some of the early theoretical approaches to the functions of neural circuitry in the 1960s. Neuroscience continues to grow at Cambridge, with an impressive record of achievement in multidisciplinary research. | education, analysis, circuitry, department, graduate, mechanism, neural, neuron, neuronal, neuroscience, research, signaling, theoretical, undergraduate | has parent organization: University of Cambridge; Cambridge; United Kingdom | nif-0000-33002 | SCR_008649 | Cambridge Neuroscience | 2026-09-12 12:57:07 | 1 | |||||||||
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The NeuroScience Network Resource Report Resource Website 100+ mentions |
The NeuroScience Network (RRID:SCR_008648) | data or information resource, portal, topical portal | THIS RESOURCE IS NO LONGER IN SERVICE, documented on July 17, 2013. An initiative to build connections among the many powerful resources across the region. Between colleges and universities, pharmaceutical and biotechnology companies, device developers, startups and service businesses, the Cure Corridor, Einsteins''s Alley, the Pharm Belt, or whatever you like to call the region, offers opportunities for discovery and development of new therapies that is unmatched. Sponsors: The NeuroScience Network is made possible, in part, through funding from Bio 1 WIRED. | biotechnology, college, connection, network, neuroscience, pharmaceutical, university | THIS RESOURCE IS NO LONGER IN SERVICE | nif-0000-32997 | SCR_008648 | NeuroScience Network | 2026-09-12 12:57:07 | 107 | |||||||||
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Transgenic Hydra Facility Resource Report Resource Website 1+ mentions |
Transgenic Hydra Facility (RRID:SCR_008641) | biomaterial supply resource, material resource, organism supplier | The Transgenic Hydra Facility is a non-profit facility in the laboratory of Thomas Bosch at the University of Kiel that assists scientists to use and to develop transgenic Hydra polyps. Our mission is to provide investigators access to the latest technology for the efficient production of transgenic polyps. We particularly encourage scientists from laboratories lacking the infrastructure for transgenic Hydra technologies to use our services. Abstract: Understanding the evolution of development in large part relies on the study of phylogenetically old organisms. Cnidarians, such as Hydra, have become attractive model organisms for these studies. However, despite long-term efforts, stably transgenic animals could not be generated, severely limiting the functional analysis of genes. Here we report the efficient generation of transgenic Hydra lines by embryo microinjection. One of these transgenic lines expressing EGFP revealed remarkably high motility of individual endodermal epithelial cells during morphogenesis. We expect that transgenic Hydra will become important tools to dissect the molecular mechanisms of development at the base of the Metazoan tree. Sponsors: Financial support for this research was provided by the German Research Foundation [Deutsche Forschungsgemeinschaft Grants B0848/13 and SFB617. | has parent organization: University of Kiel; Schleswig-Holstein; Germany | nif-0000-32040 | SCR_008641 | Transgenic Hydra | 2026-09-12 12:57:07 | 1 | ||||||||||
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Yahoo Developer Network Resource Report Resource Website 50+ mentions |
Yahoo Developer Network (RRID:SCR_008594) | software resource | The YUI Library is a set of utilities and controls, written with JavaScript and CSS, for building richly interactive web applications using techniques such as DOM scripting, DHTML and AJAX. YUI is available under a BSD license and is free for all uses. YUI is proven, scalable, fast, and robust. Built by frontend engineers at Yahoo! and contributors from around the world, it''s an industrial-strength JavaScript library for professionals who love JavaScript. | nif-0000-31921 | SCR_008594 | Yahoo | 2026-09-12 12:57:06 | 55 | |||||||||||
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Aquatic Habitats Resource Report Resource Website 1+ mentions |
Aquatic Habitats (RRID:SCR_008597) | biomaterial manufacture, material service resource, production service resource, service resource |
Aquatic Habitats (AHAB) is the worlds largest manufacturer of housing systems for aquatic research animals. We are biologists first and engineers second, so we understand the complexity of aquatic life and how to sustain it. Our turnkey systems are secure, efficient and as fail-safe as possible. |
nif-0000-31933 | http://www.marinebiotech.com/ | SCR_008597 | AHAB | 2026-09-12 12:57:06 | 8 | ||||||||||
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WinLTP Resource Report Resource Website 100+ mentions |
WinLTP (RRID:SCR_008590) | software resource | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on Jan 16th 2025. WinLTP is a stimulation, data acquisition and on-line analysis electrophysiological software for studying Long-Term Potentiation (LTP), Long-term Depression (LTD), and related phenomena. WinLTP is multitasking and simultaneously runs 1) LTP stimulus/acquisition/analyzing sweeps with protocol scripting, and 2) continuous acquisition saving Axon Binary Files (abf). WinLTP runs on Windows PCI bus computers and uses National Instruments PCI M-Series boards and Axon Instruments'' Digidata 1320A and 1322A data acquisition boards. Other software that can use the M-Series boards includes Axograph Scientific''s AxoGraph X, WaveMetrics'' IGOR, National Instruments'' LabView, John Dempster''s Strathclyde Electrophysiology Suite (WinWCP and WinEDR), Silver lab''s Nclamp, and QUB data acquisition., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025. | has parent organization: University of Bristol; Bristol; United Kingdom | DOI:10.1016/j.jneumeth.2006.12.018 | THIS RESOURCE IS NO LONGER IN SERVICE | nif-0000-31907 | SCR_008590 | WinLTP | 2026-09-12 12:57:06 | 220 | ||||||||
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Motif Extractor Resource Report Resource Website 100+ mentions |
Motif Extractor (RRID:SCR_008628) | software resource | motif-x (short for motif extractor) is a software tool designed to extract overrepresented patterns from any sequence data set. The algorithm is an iterative strategy which builds successive motifs through comparison to a dynamic statistical background. | has parent organization: Harvard University; Cambridge; United States | nif-0000-32002 | SCR_008628 | Motif-X | 2026-09-12 12:57:06 | 159 | ||||||||||
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DelPhi Resource Report Resource Website 1000+ mentions |
DelPhi (RRID:SCR_008669) | simulation software, software application, software resource | DelPhi provides numerical solutions to the Poisson-Boltzmann equation (both linear and nonlinear form) for molecules of arbitrary shape and charge distribution. The current version is fast, accurate, and can handle extremely high lattice dimensions. It also includes flexible features for assigning different dielectric constants to different regions of space and treating systems containing mixed salt solutions. DelPhi takes as input a coordinate file format of a molecule or equivalent data for geometrical objects and/or charge distributions and calculates the electrostatic potential in and around the system, using a finite difference solution to the Poisson-Boltzmann equation. DelPhi is a versatile electrostatics simulation program that can be used to investigate electrostatic fields in a variety of molecular systems. Features of DelPhi include solutions to mixtures of salts of different valence; solutions to different dielectric constants to different regions of space; and estimation of the best relaxation parameter at run time. | Poisson-Boltzmann equation, electrostatics, simulation software, mixed salt soluton |
has parent organization: Columbia University; New York; USA has parent organization: Howard Hughes Medical Institute |
NSF DBI-9904841 | nif-0000-33392 | SCR_008669 | 2026-09-12 12:57:07 | 1448 |
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