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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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BeadDataPackR Resource Report Resource Website |
BeadDataPackR (RRID:SCR_001310) | BeadDataPackR | software resource | Software that provides functionality for the compression and decompression of raw bead-level data from the Illumina BeadArray platform. | microarray, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Bioconductor |
PMID:20981138 | Free, Available for download, Freely available | biotools:beaddatapackr, OMICS_02023 | https://bio.tools/beaddatapackr | SCR_001310 | BeadDataPackR - Compression of Illumina BeadArray data | 2026-09-03 04:44:29 | 0 | |||||
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MRI Studio Resource Report Resource Website 100+ mentions |
MRI Studio (RRID:SCR_001398) | data processing software, data visualization software, image analysis software, image processing software, software application, software resource | An image processing program running under Windows suitable for such tasks as tensor calculation, color mapping, fiber tracking, and 3D visualization. Most of operations can be done with only a few clicks. This tool evolved from DTI Studio. Tools in the program can be grouped in the following way: * Image Viewer * Diffusion Tensor Calculations * Fiber Tracking and Editing * 3D Visualization * Image File Management * Region of Interesting (ROI) Drawing and Statistics * Image Registration | tensor calculation, color mapping, fiber tracking, 3d visualization, dti, image registration, mri, diffusion mr fiber tracking, microsoft, c++, analyze |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: Diffusion Tensor Imaging ToolKit has parent organization: Johns Hopkins University; Maryland; USA works with: UManitoba - JHU Functionally Defined Human White Matter Atlas |
NCRR ; Biomedical Informatics Research Network ; NIBIB |
Free, Freely Available | nif-0000-00291 | http://www.nitrc.org/projects/mri_studio | SCR_001398 | dtiStudio, DTI Studio | 2026-09-03 04:44:39 | 180 | ||||||
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PNEUMA Resource Report Resource Website 1+ mentions |
PNEUMA (RRID:SCR_001391) | PNEUMA | simulation software, software application, software resource, software toolkit | A set of modules that are used to simulate the autoregulation of the cardiovascular and respiratory systems under conditions of changing sleep-wake state and a variety of physiological and pharmacological interventions. It models the dynamic interactions that take place among the various component mechanisms, including those involved in the chemical control of breathing, heart rate, and blood pressure, as well as the effects of changes in the sleep-wake state and arousal from sleep. PNEUMA includes the autonomic control of the cardiovascular system, chemoreflex and state-related control of breath-to-breath ventilation, state-related and chemoreflex control of upper airway potency, as well as respiratory and circulatory mechanics. The model is capable of simulating the cardiorespiratory responses to sleep onset, arousal, continuous positive airway pressure, the administration of inhaled carbon dioxide and oxygen, Valsalva and Mueller maneuvers, and Cheyne-Stokes respiration during sleep. In PNEUMA 3.0, we have extended the existing integrative model of respiratory, cardiovascular, and sleepwake state control, to incorporate a sub-model of glucoseinsulinfatty acid regulation. The extended model is capable of simulating the metabolic control of glucoseinsulin dynamics and its interactions with the autonomic nervous system. The interactions between autonomic and metabolic control include the circadian regulation of epinephrine secretion, epinephrine regulation on dynamic fluctuations in glucose and free fatty acids in plasma, metabolic coupling among tissues and organs mediated by insulin and epinephrine, as well as the effect of insulin on peripheral vascular sympathetic activity. This extended model represents a starting point from which further in silico investigations into the interaction between the autonomic nervous system and the metabolic control system can proceed. Features in PNEUMA 3.0 * Incorporates metabolic component based on prior models of glucose-insulin regulation and free fatty acid (FFA) regulation. * Changes in sympathetic activity from the autonomic portion of PNEUMA produce changes in epinephrine output, which in turn affects the metabolic sub-model. * Inputs from the dietary intake of glucose and external interventions, such as insulin injections, have also been incorporated. * Also incorporated is autonomic feedback from the metabolic component to the rest of PNEUMA: changes in insulin level lead to changes in sympathetic tone. System Requirements: PNEUMA requires Matlab R2007b or higher with the accompanying version of Simulink to be installed on your computer. | matlab, simulate, autoregulation, cardiovascular system, respiratory system, sleep-wake state, physiological intervention, pharmacological intervention, drug, breathing, heart rate, blood pressure, respiration, glucose, insulin, fatty acid, regulation, autonomic nervous system, chemoreflex, ventilation, circulation, cardiorespiratory, metabolic control system, circadian, regulation, epinephrine | has parent organization: Biomedical Simulations Resource | NIBIB P41-EB001978; NCRR P41-RR01861 |
PMID:17271149 | Free, Freely Available | nlx_152572 | SCR_001391 | 2026-09-03 04:44:36 | 3 | ||||||
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NIH Common Data Element Repository Resource Report Resource Website 1+ mentions |
NIH Common Data Element Repository (RRID:SCR_001390) | NIH CDE Resource Portal, CDE Resource Portal | common data element, data or information resource, narrative resource, standard specification | A repository of Common Data Elements (CDE). The CDE is a standardized, precisely defined question, paired with a set of allowable responses, used systematically across different sites, studies, or clinical trials to ensure consistent data collection. Multiple CDEs (from one or more Collections) can be curated into Forms. Forms in the Repository might be original, or might recreate the format of real-world data collection instruments or case report forms. NIH has endorsed collections of CDEs that meet established criteria. NIH-endorsed CDEs are designated with a gold ribbon. Users can Browse NIH-Endorsed CDEs, Browse All CDEs, or Browse Forms. | clinical research, clinical, patient registry, human subject research, human subject, data element, case report form, interoperability, data sharing | has parent organization: National Library of Medicine | Free, Freely Available | nlx_152564 | https://cde.nlm.nih.gov/home, http://www.nlm.nih.gov/cde/ | SCR_001390 | NIH Common Data Element (CDE) Resource Portal, Common Data Element (CDE) Resource Portal | 2026-09-03 04:44:33 | 8 | ||||||
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OLIN Resource Report Resource Website 10+ mentions |
OLIN (RRID:SCR_001304) | OLIN | software resource | Software functions for normalization of two-color microarrays by optimised local regression and for detection of artifacts in microarray data. | r, normalization, visualization, quality control, two-channel, microarray, preprocessing, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Humboldt University of Berlin; Berlin; Germany has parent organization: Bioconductor |
PMID:15585527 | Free, Available for download, Freely available | biotools:olin, OMICS_02029 | http://itb.biologie.hu-berlin.de/~futschik/software/R/OLIN/index.html | SCR_001304 | Optimised Local Intensity-dependent Normalisation | 2026-09-03 04:44:29 | 18 | |||||
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Simpleaffy Resource Report Resource Website 50+ mentions |
Simpleaffy (RRID:SCR_001302) | Simpleaffy | data analysis software, data processing software, software application, software resource | Software package that provides high level functions for reading Affy .CEL files, phenotypic data, and then computing simple things with it, such as t-tests, fold changes and the like. It makes heavy use of the affy library. It also has some basic scatter plot functions and mechanisms for generating high resolution journal figures. | affymetrix, annotation, data import, differential expression, microarray, one channel, preprocessing, quality control, report writing, transcription, visualization |
is listed by: OMICtools has parent organization: Bioconductor |
PMID:16076888 | GNU General Public License, v2 or newer | OMICS_02034 | SCR_001302 | Simpleaffy - Very simple high level analysis of Affymetrix data | 2026-09-03 04:44:29 | 85 | ||||||
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qcmetrics Resource Report Resource Website 1+ mentions |
qcmetrics (RRID:SCR_001303) | qcmetrics | software resource | Software package that provides a framework for generic quality control of data. It permits to create, manage and visualise individual or sets of quality control metrics and generate quality control reports in various formats. | mass spectrometry, microarray, proteomics, quality control, visualization, bio.tools |
is listed by: OMICtools is listed by: Debian is listed by: bio.tools has parent organization: Bioconductor |
Free, Available for download, Freely available | OMICS_02032, biotools:qcmetrics, BioTools:qcmetrics | https://bio.tools/qcmetrics, https://bio.tools/qcmetrics, https://bio.tools/qcmetrics | SCR_001303 | qcmetrics - A Framework for Quality Control | 2026-09-03 04:44:31 | 1 | ||||||
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DEXUS Resource Report Resource Website 1+ mentions |
DEXUS (RRID:SCR_001309) | DEXUS | software resource | Software package that identifies differentially expressed genes in RNA-Seq data under all possible study designs such as studies without replicates, without sample groups, and with unknown conditions. It works also for known conditions, for example for RNA-Seq data with two or multiple conditions. RNA-Seq read count data can be provided both by the S4 class Count Data Set and by read count matrices. Differentially expressed transcripts can be visualized by heatmaps, in which unknown conditions, replicates, and samples groups are also indicated. This software is fast since the core algorithm is written in C. For very large data sets, a parallel version of DEXUS is provided in this package. DEXUS is a statistical model that is selected in a Bayesian framework by an EM algorithm. It does not need replicates to detect differentially expressed transcripts, since the replicates (or conditions) are estimated by the EM method for each transcript. The method provides an informative/non-informative value to extract differentially expressed transcripts at a desired significance level or power. | classification, differential expression, gene expression, hapmap, quality control, rna-seq, sequencing, bio.tools |
is listed by: OMICtools is listed by: bio.tools is listed by: Debian has parent organization: Bioconductor |
PMID:24049071 | Free, Available for download, Freely available | biotools:dexus, OMICS_02024 | http://www.bioconductor.org/packages/release/bioc/html/dexus.html | SCR_001309 | DEXUS - Identifying Differential Expression in RNA-Seq Studies with Unknown Conditions or without Replicates | 2026-09-03 04:44:31 | 1 | |||||
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Open Colleges Interactive Brain Resource Report Resource Website 1+ mentions |
Open Colleges Interactive Brain (RRID:SCR_001427) | Open Colleges Interactive Brain | atlas, data or information resource, narrative resource, training material | Interactive infographic of a brain exploring more than 100,000 chemical reactions, highlighted by areas and explanations of what that area is known to do. | brain, chemical reaction | has parent organization: Open Colleges | Restricted | nlx_155867 | SCR_001427 | 2026-09-03 04:44:35 | 1 | ||||||||
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Center for Gamma Ray Imaging Resource Report Resource Website |
Center for Gamma Ray Imaging (RRID:SCR_001384) | Center for Gamma-Ray Imaging | instrument manufacture, material service resource, production service resource, service resource | Biomedical technology resource center that develops new gamma-ray imaging instruments and techniques that yield substantially improved spatial and temporal resolutions. The Center makes its imagers and expertise available to a wide community of biomedical and clinical researchers through collaborative and service-oriented interactions. The collaborative research applies these new imaging tools to basic research in functional genomics, proteomics, cancer, cardiovascular disease and cognitive neuroscience, and to clinical research in tumor detection and other selected topics. There are five core research projects: * Detector technology research and development * Reconstruction algorithms and system modeling * Data acquisition, signal processing, and system development * Image-quality assessment and system optimization * Techniques for molecular imaging | spect, ct, imaging, clinical, gamma-ray, imaging instrument, basic research, functional genomics, cardiovascular disease, cognitive neuroscience, breast cancer, tumor detection, proteomics, cancer | has parent organization: University of Arizona; Arizona; USA | NIBIB EB002035-14 | nlx_152567 | SCR_001384 | 2026-09-03 04:44:38 | 0 | ||||||||
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Semantic Measures Library Resource Report Resource Website |
Semantic Measures Library (RRID:SCR_001383) | SML | software library, software resource, software toolkit | Open source Java library dedicated to semantic measures computation and analysis. Tools based on the SML are also provided through the SML-Toolkit, a command line software giving access to some of the functionalities of the library. The SML and the toolkit can be used to compute semantic similarity and semantic relatedness between semantic elements (e.g. concepts, terms) or entities semantically characterized (e.g. entities defined in a semantic graph, documents annotated by concepts defined in an ontology). | semantic measure, semantic similarity, semantic relatedness, functional similarity, gene ontology, annotation, parse, gene, disease ontology, mesh, rdf, owl, umls, snomed-ct, java, semantic, command line |
is listed by: FORCE11 is listed by: Gene Ontology Tools is related to: Gene Ontology has parent organization: Ecole des Mines d'Ales; Ales; France |
Ecole des Mines d'Ales; Ales; France ; LGI2P Research Center |
PMID:24108186 | Free, Available for download, Freely available | nlx_152555 | http://www.semantic-measures-library.org | SCR_001383 | SML-Toolkit, Semantic Measures Library and ToolKit, Semantic Measures Library & ToolKit | 2026-09-03 04:44:35 | 0 | ||||
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CODR: C PATH On Line Data Repository Resource Report Resource Website 1+ mentions |
CODR: C PATH On Line Data Repository (RRID:SCR_001388) | CODR | analysis service resource, data analysis service, data or information resource, data repository, database, production service resource, service resource, storage service resource | A repository of de-identified control arm data of patients from clinical studies of Alzheimer's disease and Mild Cognitive Impairment. It provides the ability to analyze the data online with the R statistical analysis program, create and download standard reports, run complex queries, or download data to a desktop for further analysis. Additional data will be added to the database over time. Critical Path Institute consortia members and qualified researchers may upload and work on scientific data relevant to biomarkers of drug toxicity, neurodegenerative diseases, and patient-reported outcomes. | clinical data, alzheimer's disease, camd, biomarker, drug toxicity, neurodegenerative disease, patient-reported outcome, patient outcome, metadata standard, data repository | has parent organization: CAMD | Neurodegenerative disease, Drug toxicity, Alzheimer's disease, Mild Cognitive Impairment | Free, Freely Available | nlx_152562 | SCR_001388 | C-Path Online Data Repository (CODR), CPATH online data repository, C-PATH Online Data Repository, C PATH On Line Data Repository | 2026-09-03 04:44:44 | 2 | ||||||
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Integrated Animals Resource Report Resource Website |
Integrated Animals (RRID:SCR_001421) | biomaterial supply resource, material resource, organism supplier | Integrated Animals is a virtual database currently indexing available animal strains and mutants from: AGSC (Ambystoma), BCBC (mice), BDSC (flies), CWRU Cystic Fibrosis Mouse Models (mice), DGGR (flies), FlyBase (flies), IMSR (mice), MGI (mice), MMRRC (mice), NSRRC (pig), NXR (Xenopus), RGD (rats), Sperm Stem Cell Libraries for Biological Research (rats), Tetrahymena Stock Center (Tetrahymena), WormBase (worms), XGSC (Xiphophorus), ZFIN (zebrafish), and ZIRC (zebrafish). | non human animal, mutant, database, integrated, nif, FASEB list |
uses: Mouse Genome Informatics (MGI) uses: Beta Cell Biology Consortium uses: Zebrafish Information Network (ZFIN) uses: International Mouse Strain Resource uses: Bloomington Drosophila Stock Center uses: Rat Genome Database (RGD) uses: Zebrafish International Resource Center uses: Ambystoma Genetic Stock Center uses: Kyoto Stock Center uses: FlyBase uses: Mutant Mouse Resource and Research Center uses: National Swine Resource and Research Center uses: National Xenopus Resource uses: CWRU In Vivo Animal Facilities uses: Sperm Stem Cell Libraries for Biological Research uses: Tetrahymena Stock Center uses: WormBase uses: Xiphophorus Genetic Stock Center is used by: NIF Data Federation is used by: NIDDK Information Network (dkNET) has parent organization: Integrated |
Free, Freely Available | nif-0000-08137 | https://legacy.neuinfo.org/mynif/search.php?q=*&t=indexable&nif=nlx_154697-1 http://neuinfo.org/nif/nifgwt.html?query=nif-0000-08137, https://www.neuinfo.org/mynif/search.php?q=*&t=indexable&nif=nif-0000-08137-1 | SCR_001421 | NIF Animals, NIF Integrated Animals, Integrated Animal | 2026-09-03 04:44:46 | 0 | |||||||
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CAMD Resource Report Resource Website 1+ mentions |
CAMD (RRID:SCR_001389) | CAMD | consortium, data or information resource, organization portal, portal | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on July 8, 2022. Consortium developing new technologies and methods to accelerate the development and review of medical products for neurodegenerative diseases. It is focused on accelerating drug development for patients with chronic neurodegenerative disease, namely, Alzheimer's disease (AD) and Parkinson's disease (PD), by advancing drug development tools for evaluating drug efficacy, conducting clinical trials, and streamlining the process of regulatory review. The consortium focuses on sharing precompetitive patient-level data from the control arms of legacy clinical trials, developing new tools to be submitted to the regulatory agencies, and developing consensus data standards. CAMD has the following areas of focus: (1) qualification of biomarkers, (2) development of common data standards, (3) creation of integrated databases for clinical trials data, and (4) development of quantitative model-based tools for drug development. Regulatory milestones include a qualification opinion with EMA for the use of low baseline hippocampal volume for patient enrichment in pre-dementia trials, and most recently, positive regulatory decisions from the FDA and EMA for the use of a clinical trial simulation tool to aid in trials for mild to moderate stages of AD., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025. | data set, clinical trial, mild cognitive impairment, clinical, biomarker, metadata standard, disease progression model, consortium, drug, data sharing, disease modeling, drug development, disease model, imaging, cerebral spinal fluid |
is listed by: Consortia-pedia has parent organization: Critical Path Institute; Arizona; USA is parent organization of: CODR: C PATH On Line Data Repository |
Publicly funded | THIS RESOURCE IS NO LONGER IN SERVICE | nlx_152563 | SCR_001389 | Coalition Against Major Diseases | 2026-09-03 04:44:39 | 6 | ||||||
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Vital Signs Ontology Resource Report Resource Website 1+ mentions |
Vital Signs Ontology (RRID:SCR_001422) | VSO | controlled vocabulary, data or information resource, ontology | Ontology for the four consensus human vital signs: blood pressure, body temperature, respiration rate, pulse rate. It provides a controlled structured vocabulary for describing vital signs measurement data, the various processes of measuring vital signs, and the various devices and anatomical entities participating in such measurements. | ontology, controlled vocabulary, vital signs, data, measurement, blood pressure, body temperature, respiration rate, pulse rate | is used by: TRANSFoRm Clinical Data Integration Model | nif-0000-02605 | https://bioportal.bioontology.org/ontologies/VSO | http://code.google.com/p/vital-signs-ontology/ | SCR_001422 | vital-signs-ontology | 2026-09-03 04:44:41 | 1 | ||||||
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James Cook University; Townsville; Australia Resource Report Resource Website 1+ mentions |
James Cook University; Townsville; Australia (RRID:SCR_001420) | JCU | university | Public university in Townsville, Australia that functions as a research and teaching institution. Some well-known divisions of the university include the division of Tropical Environments and Societies, Tropical Health and Medicine, and Research and Innovation. | public, university, teaching, research, tropical health, environment, medicine | is parent organization of: Australian ResearCH Enabling enviRonment | Free, Freely Available | ISNI:0000 0004 0474 1797, nlx_62328, Wikidata:Q536512, Crossref funder ID:501100008451, grid.1011.1 | https://ror.org/04gsp2c11 | SCR_001420 | James Cook University | 2026-09-03 04:44:36 | 5 | ||||||
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Mugsy Resource Report Resource Website 50+ mentions |
Mugsy (RRID:SCR_001414) | data analysis software, data processing software, sequence analysis software, software application, software resource | Software resource for multiple whole genome alignment. It uses Nucmer, a custom graph-based segmentation procedure, for pairwise alignment, and the Seqan:TCoffee's multiple alignment strategy. | software, genome, genome alignment, segmentation, pairwise alignment, sequence analysis software |
is listed by: OMICtools is listed by: Debian has parent organization: SourceForge |
PMID:21148543 DOI:10.1093/bioinformatics/btq665 |
Free, Available for download, Freely available | OMICS_03606 | https://sources.debian.org/src/mugsy/ | SCR_001414 | 2026-09-03 04:44:34 | 75 | |||||||
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Computer Integrated Systems for Microscopy and Manipulation Resource Report Resource Website 1+ mentions |
Computer Integrated Systems for Microscopy and Manipulation (RRID:SCR_001413) | CISMM | training resource | Biomedical technology research center that develops force technologies applicable over a wide range of biological settings, from the single molecule to the tissue, with integrated systems that orchestrate facile instrument control, multimodal imaging, and analysis through visualization and modeling. The Force Microscope Technologies Core designs instruments in an area of science where there are unusual opportunities: the measurement of forces and the integration with optical microscopy. Force technologies play the obvious role of both measuring events in the sample and modifying the sample during the experiment. It is through the microscope that the force data is correlated with simultaneous 3D optical images. The force technology development includes the magnetic bead technology in the 3D Force Microscope project, Atomic Force Microscopy in the nanoManipulator project, and Control Software to drive the instrumentation. This core is focused on providing the physical capability to perform the experiments and probe structure/property correlations. The Ideal User Interfaces core makes the connection between the user and the instrument, the model building, and the data. This includes control systems that allow the user to move the bead inside the cell culture with a handheld pen and the visualization techniques to view the optical microscope data as a rendered 3D image collocated with the force data. Using data to create, change, and understand a model is the focus of the Advanced Model Fitting and Analysis core. The quantitative reduction of images to structural, shape, and velocity parameters is the goal of Image Analysis. The immediate understanding of correlations across image fields and between data sets in the challenge of Visualization. The power of combining the strength of a computer science graphics group with a microscopy technology group is most evident in the Graphics Hardware Acceleration project, which seeks to harness the speed of graphics processors for microscope data analysis and simulation. The Advanced Technology core pushes the boundaries of the Human Computer Interface through the investigation of improved techniques for the interaction of users with virtual environments, the real time lighting of virtual settings, and the enabling of multi-person collaboration. These techniques are validated and evaluated through physiological measures in virtual environments effectiveness evaluation studies. | microscope, visual analytics, image analysis, biomedical, bioinstrumatics, scanning electron microscope, light microscope, microscopy | has parent organization: University of North Carolina at Chapel Hill; North Carolina; USA | Thrombosis, Lung disease, Cancer | NIBIB 5-P41-EB002025 | Freely Available | nlx_152648 | http://cismm.cs.unc.edu/ | SCR_001413 | UNC Chapel Hill Computer Integrated Systems for Microscopy and Manipulation | 2026-09-03 04:44:40 | 8 | ||||
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Center for Biomedical OCT Research Resource Report Resource Website 1+ mentions |
Center for Biomedical OCT Research (RRID:SCR_001418) | CBORT | training resource | Biomedical technology research center that pioneers and provides access to microscopic imaging instruments for biologic and clinical research. Optical coherence tomography (OCT) has evolved over the last two decades to become a standard of care for diagnostic ophthalmic imaging and is poised to make significant impact in the fields of cardiology and gastrointestinal endoscopy. Access to state-of-the-art instrumentation, however, has been limited to a relatively few research laboratories and the optimization of instruments for new biomedical applications has hindered the investigation of new opportunities. A major focus of CBORT will be to cultivate strategic research collaborations and respond to a pressing need for application-specific OCT instrumentation and hardware. | imaging, optical coherence tomography, microscope, catheter, endoscopy, near infrared fluorescence | has parent organization: Harvard Medical School; Massachusetts; USA | NIBIB P41EB015903 | Free, Freely Available | nlx_152640 | SCR_001418 | Center for Biomedical OCT Research and Translation | 2026-09-03 04:44:40 | 2 | ||||||
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BioMEMS Resource Center Resource Report Resource Website 1+ mentions |
BioMEMS Resource Center (RRID:SCR_001417) | BMRC | training resource | Biomedical technology research center that provides biomedical investigators with novel microsystems engineering tools for biological discovery, diagnostic, prognostic, and therapeutic applications. Thrust areas of interest are the development of novel living cell-based, lab-on-a-chip type devices for sorting blood cells, for high-throughput biochemistry in small volumes, and for studying cellular behavior in controlled microenvironments. | cell, tissue, microengineering, diagnostics, chip | has parent organization: Massachusetts Institute of Technology; Massachusetts; USA; | NIBIB 5P41EB002503-12 | Free, Freely Available | nlx_152639 | SCR_001417 | Bio MicroElectroMechanical Systems (BioMEMS) Resource Center, Biomicroelectromechanical Systems (BioMEMS) Resource Center, BioMEMS, Bio MicroElectroMechanical Systems Resource Center | 2026-09-03 04:44:38 | 4 |
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Data set from Kravitz, Owen and Kretizer's 2012 paper "Optogenetic identification of striatal projection neuron subtypes during in vivo recordings."
