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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
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Morphometry BIRN Resource Report Resource Website |
Morphometry BIRN (RRID:SCR_000155) | MBIRN | data or information resource, data set | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on August 4th,2023. Calibration data set of spoiled gradient-recalled echo magnetic resonance imaging data from five healthy volunteers (four males and one female) scanned twice at four sites having 1.5T systems from different vendors (Siemens, GE, Marconi Medical Systems) pooled by the Morphometry Testbed's (MBIRN). Some subjects were also scanned a single time at another site. One subject was only scanned twice at three sites (subject 73213384) and once at another site. For each subject, four Fast Low-Angle Shot (FLASH) scans with flip angles of 3, 5, 20, and 30 degrees were obtained in a single scan session, from which tissue proton density and T1 maps can be derived. These data were acquired to investigate various metrics of within-site and across-site reproducibility. The images have been defaced so that no facial features can be reconstructed from these data. The Morphometry Testbed (MBIRN) of the Biomedical Informatics Research Network (BIRN) focused on pooling and analyzing of neuroimaging data acquired at multiple sites. Specific applications include potential relationships between anatomical differences and specific memory dysfunctions, such as Alzheimer's disease. With the completion of the initial BIRN testbed phase, each of the original BIRN testbeds have now been retired in order to focus on new users in other biomedical domains. | morphometry, mri, neuroinformatics, subcortical, dicom, magnetic resonance, nifti, quantification, segmentation, visualization, workflow, image collection, structural mri, male, female, neuroimaging |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Biositemaps is related to: XNAT Central has parent organization: Biomedical Informatics Research Network is parent organization of: Gradient Non-linearity Distortion Correction is parent organization of: Gradient Non-linearity Distortion Correction |
THIS RESOURCE IS NO LONGER IN SERVICE | nif-0000-00069 | http://www.nitrc.org/projects/mbirn | SCR_000155 | Morphometry BIRN Multi-site Multi-session Structural MRI Data, Brain Morphometry Testbed, Morphometry Testbed, mBIRN_calib, mbirn calibration | 2026-09-19 12:58:30 | 0 | ||||||
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MINC Example files Resource Report Resource Website |
MINC Example files (RRID:SCR_000859) | MINC Example files | data or information resource, data set | A reference MINC set of files that currently includes human head images only of standard modalities. The goal is to build a well curated collection of files that demonstrate the capabilities of MINC | image collection |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: MINC has parent organization: McConnell Brain Imaging Center |
Free, Available for download, Freely available | nlx_155660 | SCR_000859 | 2026-09-19 12:58:31 | 0 | ||||||||
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Temporal-Lobe: Hippocampal - Parahippocampal Neuroanatomy of the Rat Resource Report Resource Website 1+ mentions |
Temporal-Lobe: Hippocampal - Parahippocampal Neuroanatomy of the Rat (RRID:SCR_002816) | Temporal-lobe.com | data or information resource, data set | Interactive diagram containing existing knowledge of hippocampal-parahippocampal connections in which any connection can be turned on or off at the level of cortical layers. It includes references for each connection. | function, anatomical, connection, cortical, diagram, hippocampus, layer, neuroanatomy, neuroscience, parahippocampal, projection, subfield, temporal, lobe, topological, connectome, magnetic resonance, connectivity, formation, parahippocampal region, retrosplenial cortex, tract tracing |
is used by: NIF Data Federation is used by: Integrated Nervous System Connectivity is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: Rat Hippocampus Atlas is related to: Integrated Manually Extracted Annotation has parent organization: Norwegian University of Science and Technology; Trondheim; Norway |
Research Council of Norway ; various independent donations |
PMID:21847380 PMID:19300446 |
Freely available, Account required | nif-0000-24805 | http://www.nitrc.org/projects/connectivity | SCR_002816 | Parahippocampal-hippocampal network, TEMPORAL-LOBE, Parahippocampal hippocampal connectivity | 2026-09-19 12:58:35 | 7 | ||||
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Internet Brain Segmentation Repository Resource Report Resource Website 10+ mentions |
Internet Brain Segmentation Repository (RRID:SCR_001994) | IBSR | data or information resource, data set | Data set of manually-guided expert segmentation results along with magnetic resonance brain image data. Its purpose is to encourage the development and evaluation of segmentation methods by providing raw test and image data, human expert segmentation results, and methods for comparing segmentation results. Please see the MediaWiki for more information. This repository is meant to contain standard test image data sets which will permit a standardized mechanism for evaluation of the sensitivity of a given analysis method to signal to noise ratio, contrast to noise ratio, shape complexity, degree of partial volume effect, etc. This capability is felt to be essential to further development in the field since many published algorithms tend to only operate successfully under a narrow range of conditions which may not extend to those experienced under the typical clinical imaging setting. This repository is also meant to describe and discuss methods for the comparison of results. | 3d model, anatomy, brainstem, cerebellum, cortex, gray matter, imaging, morphology, mri, segmentation, volume, white matter, adult human, male, child, image collection, application, magnetic resonance, os independent, php, quality metrics, segmentation, test data, web service |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Harvard Medical School; Massachusetts; USA |
Normal, Tumor | NINDS 1 R01 NS34189-01 | Free, Available for download, Freely available | nif-0000-00032 | http://www.cma.mgh.harvard.edu/ibsr/ | SCR_001994 | 2026-09-19 12:58:34 | 25 | |||||
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Rosetta Bit Resource Report Resource Website 1+ mentions |
Rosetta Bit (RRID:SCR_001906) | Rosetta Bit | data or information resource, data set | Public datasets that have been transcoded into multiple formats. This library of valid file format conversions (DICOM->NIFTI, DICOM->PAR/REC, etc.) will provide a reference for tool developers seeking to support multiple sources of data. | computed tomography, imaging genomics, magnetic resonance, optical imaging, format conversion, dicom, nifti, dicom, par/rec | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Free, Available for download, Freely available | nlx_155947 | SCR_001906 | 2026-09-19 12:58:33 | 1 | ||||||||
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MCIC Resource Report Resource Website 10+ mentions |
MCIC (RRID:SCR_002310) | MCIC | data or information resource, data set | Expertly collected, well-curated data sets consisting of comprehensive clinical characterization and raw structural, functional and diffusion-weighted DICOM images in schizophrenia patients and gender and age-matched controls are now accessible to the scientific community through an on-line data repository (coins.mrn.org). This data repository will be useful to 1) educators in the fields of neuroimaging, medical image analysis and medical imaging informatics who need exemplar data sets for courses and workshops; 2) computer scientists and software algorithm developers for testing and validating novel registration, segmentation, and other analysis software; and 3) scientists who can study schizophrenia by further analysis of this cohort and/or by pooling with other data. | clinical neuroinformatics, dicom, magnetic resonance, image collection, clinical assessment, diagnose, healthy control, neuropsychological test, psychiatric disorder, schizoaffective disorder, schizophrenia, diffusion-weighted |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Mind Research Network - COINS |
Schizophrenia, Normal control | PMID:23760817 | COINS Data Use Agreement | nlx_155657 | SCR_002310 | 2026-09-19 12:58:34 | 34 | ||||||
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Laboratory of Neuro Imaging Resource Report Resource Website 50+ mentions |
Laboratory of Neuro Imaging (RRID:SCR_001922) | LONI | biomedical technology resource center, training resource | Biomedical technology resource center specializing in novel approaches and tools for neuroimaging. It develops novel strategies to investigate brain structure and function in their full multidimensional complexity. There is a rapidly growing need for brain models comprehensive enough to represent brain structure and function as they change across time in large populations, in different disease states, across imaging modalities, across age and sex, and even across species. International networks of collaborators are provided with a diverse array of tools to create, analyze, visualize, and interact with models of the brain. A major focus of these collaborations is to develop four-dimensional brain models that track and analyze complex patterns of dynamically changing brain structure in development and disease, expanding investigations of brain structure-function relations to four dimensions. | anatomic, animal, brain, brain function, brain structure, cerebral metabolism, human, mapping, neurobiological, software, neuroimaging, fmri, mri, neuroimaging, software, brain mapping, computational software, magnetic resonance |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: Wavelet Analysis of Image Registration is related to: Sub-Volume Thresholding Analysis is related to: jViewbox is related to: MultiPhase-SEG is related to: LONI Java Image I/O Plugins is related to: DualSurfaceMin is related to: Charged Fluid Model for Brain Image Segmentation is related to: MINC/Atlases has parent organization: University of Southern California Keck School of Medicine; California; USA is parent organization of: Center for Computational Biology at UCLA is parent organization of: LONI Visualization Tool is parent organization of: International Consortium for Brain Mapping is parent organization of: LONI Provenance Editor is parent organization of: TetraMetrix is parent organization of: Synchronized Histological Image Viewing Architecture is parent organization of: LONI ShapeViewer is parent organization of: LONI ShapeTools is parent organization of: FFT Library is parent organization of: Mouse BIRN Atlasing Toolkit is parent organization of: MGH-USC Human Connectome Project is parent organization of: Mouse Connectome Project is parent organization of: LONI Inspector is parent organization of: Parkinson's Progression Markers Initiative is parent organization of: BrainSolution is parent organization of: BrainGraph Editor is parent organization of: INVIZIAN is parent organization of: LONI Brain Parser is parent organization of: LONI De-identification Debablet is parent organization of: iTools is parent organization of: Pipeline Neuroimaging VirtualEnvironment is parent organization of: MultiTracer is parent organization of: International Consortium for Brain Mapping |
NCRR 5 P41 RR013642 | LONI Software License | nif-0000-10494 | http://www.nitrc.org/projects/loni | http://loni.ucla.edu/ | SCR_001922 | UCLA Laboratory of Neuro Imaging, Laboratory of Neuroimaging, UCLA LONI, USC Laboratory of Neuro Imaging | 2026-09-19 12:58:33 | 65 | ||||
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NITRC Computational Environment Resource Report Resource Website 1+ mentions |
NITRC Computational Environment (RRID:SCR_002171) | NITRC-CE | computational hosting, service resource | An on-demand, cloud based computational virtual machine pre-installed with popular NITRC neuroimaging tools built using NeuroDebian. For a listing of current NITRC-CE packages visit: http://www.nitrc.org/ce-packages. You can also use the "public Amazon Machine Interface (AMI)" to conduct your analyses on the Amazon EC2 platform. | image analysis software, neuroimaging, neuroimaging tool |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: neurodebian is related to: NITRC Enhanced Services has parent organization: Amazon Web Services |
Free, Freely available | nlx_155889 | http://www.nitrc.org/ce-marketplace | SCR_002171 | NITRC Computational Environment in Amazon Marketplace | 2026-09-19 12:58:34 | 1 | ||||||
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ABIDE Resource Report Resource Website 100+ mentions |
ABIDE (RRID:SCR_003612) | ABIDE | data or information resource, data set | Resting state functional magnetic resonance imaging (R-fMRI) datasets from 539 individuals with autism spectrum disorder (ASD) and 573 typical controls. This initiative involved 16 international sites, sharing 20 samples yielding 1112 datasets composed of both MRI data and an extensive array of phenotypic information common across nearly all sites. This effort is expected to facilitate discovery science and comparisons across samples. All datasets are anonymous, with no protected health information included. | phenotype, resting state functional magnetic resonance imaging, mri, image, fmri |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: 1000 Functional Connectomes Project has parent organization: NeuroImaging Tools and Resources Collaboratory (NITRC) |
Autism spectrum disorder, Normal | Leon Levy Foundation ; Joseph P. Healy ; Stavros Niarchos Foundation ; NIMH K23MH087770; NIMH R03MH096321 |
Account required, Creative Commons Attribution-NonCommercial-ShareAlike License, v3 | nlx_157761 | SCR_003612 | Autism Brain Imaging Data Exchange | 2026-09-19 12:58:35 | 227 | |||||
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BCILAB Resource Report Resource Website 10+ mentions |
BCILAB (RRID:SCR_007013) | BCILAB | software resource, source code | Open Source MATLAB toolbox and EEGLAB plugin for the design, prototyping, testing, experimentation with, and evaluation of Brain-Computer Interfaces (BCIs), and other systems in the same computational framework. It facilitates the design and development of new methods for cognitive state estimation and their use in both offline data analysis and real-time applications. BCILAB includes an easily extensible collection of currently over 100 methods from the literature (covering signal processing, machine learning and BCI-specific methods). Aside from supporting advanced BCI research, a special aim of BCILAB is to facilitate the adoption of machine learning and advanced statistical modeling for functional neuroimaging purposes in tandem with the EEGLAB platform. The toolbox offers multiple different interfaces which link to the same backend functionality, including a GUI, scripting support (MATLAB-based), APIs for real-time processing, and a variety of extension component interfaces. MATLAB programming is not strictly necessary, as most BCILAB features can be accessed from the GUI, although it is required for batch scripting and custom extensions. The strength of MATLAB-based software lies in its resources for leading-edge scientific computing, as well as in the good support for rapid prototyping, but BCI systems developed in it can be used for real-time out-of-lab experimentation, and can in principle be deployed without the need for a MATLAB license. However, due to the complexity and overhead of the MATLAB environment, the system is best used as a research platform, and not as a product development environment -- end-user software is ideally re-implemented in a compiled language, after a suitable approach has been identified and extensively tested. The process of identifying and testing an approach involves more than just computation, but also data exploration and investigation - an area which is helped by the deep integration with the EEGLAB platform. In the future, this integration will be further strengthened, bringing rich statistical learning and signal processing into routine EEG analysis workflows. The toolbox has been developed by C. Kothe at the Swartz Center, inspired by the preceding PhyPA BCI toolbox created by C. Kothe and T. Zander at the Chair for Human-Machine Systems, Berlin Institute of Technology. | brain-computer interface, discriminant analysis, temporal integration, matlab, eeg, meg, electrocorticography, statistical operation, temporal transformation, signal processing, machine learning |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: EEGLAB is related to: Neural Maestro has parent organization: Swartz Center for Computational Neuroscience |
GNU General Public License | nlx_153810 | http://www.nitrc.org/projects/bcilab | SCR_007013 | 2026-09-19 12:58:39 | 22 | |||||||
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Registry Builder Data Harmonization and Aggregation Tool Resource Report Resource Website |
Registry Builder Data Harmonization and Aggregation Tool (RRID:SCR_006559) | Registry Builder Data Harmonization and Aggregation Tool | commercial organization, software resource | Software to harmonize the data that you have in different Excel files, databases, repositories, biospecimen applications, etc. and maps it to one common registry. Remedy Informatics' platform aggregates data from multiple sources, harmonizes the data via Ontology, and provides data visualization and pattern recognition and querying tools. | registry, ontology, visualization, pattern recognition, querying tool | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Mosaic License, Http://www.nitrc.org/include/glossary.php#694 | nlx_155942 | http://www.nitrc.org/projects/registrybuilder | SCR_006559 | 2026-09-19 12:58:38 | 0 | |||||||
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SR Research EyeLink Eye Trackers Resource Report Resource Website 100+ mentions |
SR Research EyeLink Eye Trackers (RRID:SCR_009602) | EyeLink Eye Trackers | instrument supplier, material resource | THIS RESOURCE IS NO LONGER AVAILABLE,documented on February 1st, 2022. Instrument supplier providing eye tracking capabilities for behavioral labs as well as for MRI, MEG, and EEG research environments. | eeg, meg, electrocorticography, experiment control, eye tracking, hardware, magnetic resonance, physiological recording, response monitoring, mri, eye tracking device | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | THIS RESOURCE IS NO LONGER AVAILABLE | nlx_155956 | SCR_009602 | 2026-09-19 12:58:42 | 173 | ||||||||
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Brain Segmentation Testing Protocol Resource Report Resource Website |
Brain Segmentation Testing Protocol (RRID:SCR_009445) | Brain Segmentation Testing Protocol | data or information resource, data set | A free collection of MRI brain images for testing segmentation algorithms. It is available for download to assess the accuracy, reproducibility and sensitivity of MRI segmentation software. It includes data from infants and adults as well as patients with Alzheimer's disease. | analyze, magnetic resonance, nifti, oasis, segmentation, software, test data, image collection, mri, segmentation software, infant, adult human, child, alzheimer's disease, brain imaging, data set, research, brain |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: King's College London; London; United Kingdom |
PMID:21835253 | Available for download | nlx_155588 | SCR_009445 | 2026-09-19 12:58:41 | 0 | |||||||
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BRAINSTestData Resource Report Resource Website |
BRAINSTestData (RRID:SCR_009517) | BRAINSTestData | data or information resource, data set | About 1.2GB of anonymized imaging data of many different file formats used by the BRAINS suite of tools (BRAINSFit, GTRACT, BRAINS, BRAINSTracer... and others) as a common set of anonymized data for nightly regression testing. | magnetic resonance, image collection, neuroimaging |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: BRAINSTools |
nlx_155704 | http://www.nitrc.org/projects/brainstestdata | SCR_009517 | 2026-09-19 12:58:41 | 0 | ||||||||
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fNIR Devices Resource Report Resource Website 10+ mentions |
fNIR Devices (RRID:SCR_009623) | fNIR Devices | instrument supplier, material resource | fNIR Imager 1100 is a new generation portable functional near-infrared (fNIR) imaging research tool capable of monitoring brain?s hemodynamics and thereby the cognitive state of the subject in natural environments. Neuroimaging Solution for Natural Environments: * fNIR is the only stand-alone and field-deployable technology able to determine localized brain activity. * fNIR can be readily integrated with other physiological and neurobehavioral measures that assess human brain activity, including eye tracking, pupil reflex, respiration and electrodermal activity. fNIR can also complement other techniques. * Studies have shown a positive correlation between a participant's performance and fNIR responses as a function of task load. * It has also been shown that fNIR can effectively monitor attention and working memory in real-life situations. | hardware, nirs/fnir, optical imaging, optical imaging, physiological recording | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Other/Commercial license License | nlx_155848 | http://www.nitrc.org/projects/fnirdevices | SCR_009623 | 2026-09-19 12:58:42 | 11 | |||||||
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EEG human categorization data Resource Report Resource Website |
EEG human categorization data (RRID:SCR_009468) | EEG human categorization data | data or information resource, data set | A collection of 32-channel data from 14 subjects (7 males, 7 females) acquired using the Neuroscan software. Subjects are performing a go-nogo categorization task and a go-no recognition task on natural photographs presented very briefly (20 ms). Each subject responded to a total of 2500 trials. Data is CZ referenced and is sampled at 1000 Hz (total data size is 4Gb; more details are given later). | eeg, meg, electrocorticography, male. female | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | GNU General Public License | nlx_155616 | SCR_009468 | 2026-09-19 12:58:41 | 0 | ||||||||
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Diffusion MRI - In-vivo and Phantom Data Resource Report Resource Website 1+ mentions |
Diffusion MRI - In-vivo and Phantom Data (RRID:SCR_009464) | Diffusion MRI - In-vivo and Phantom Data | data or information resource, data set | An open-data initiative for the distributation of common datasets for the evaluation and validation of diffusion MRI processing methods. http://www.dkfz.de/en/medphysrad/projectgroups/dwi/DTI_projects.html#inhalt3 | magnetic resonance, nifti, nrrd |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: German Cancer Research Center works with: FIONA-QC-PHANTOM |
BSD/MIT-Style Open unspecified license License | nlx_155611 | SCR_009464 | 2026-09-19 12:58:41 | 2 | ||||||||
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VPixx: VIEWPixx /3D Resource Report Resource Website 1+ mentions |
VPixx: VIEWPixx /3D (RRID:SCR_009646) | instrument resource | VIEWPixx /3D (VPixx Technologies) is a 1920x1080 resolution, 120 Hz, calibrated research-grade LCD monitor. It is designed for stereoscopic (3D) stimulus presentation and other high-dynamic vision-science paradigms where deterministic timing and synchronized I/O are critical. It pairs fast-response industrial TN LCD glass with a custom VPixx panel/video controller and a scanning direct-RGB LED backlight engineered to reduce motion artifacts/ghosting/crosstalk, and to improve spatial uniformity, while bypassing consumer “enhancement” processing for predictable experimental output. For stereoscopic workflows, VIEWPixx /3D supports 120 Hz frame-sequential 3D (60 Hz/eye) when used with 3DPixx active shutter glasses (RF emitter + glasses kit), and it can provide a dual-link DVI console output to mirror the participant's view without adding GPU load. The system is also a synchronized display + acquisition toolbox: integrated button-box interface, 24-channel TTL triggers, stereo audio I/O, and a full analog I/O subsystem are implemented on the same board as video control to enable microsecond-precision synchronization to video refresh—useful for EEG triggers, reaction-time tasks, and other timing-sensitive paradigms.In terms of bit depth, the VIEWPixx /3D is native 8 bits per colour, with support fot 10-bit resolution per RGB channel via custom video modes. | domain independent, experiment control, hardware, physiological recording, physiological stimulation, response monitoring, stimulus presentation, vision, visual stimulus | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | nlx_155973 | http://www.nitrc.org/projects/replacement_crt | http://www.vpixx.com/products/visual-stimulus-displays/viewpixx-3D.html | SCR_009646 | VIEWPixx / 3D, VIEWPixx/3D | 2026-09-19 12:58:42 | 1 | |||||||
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dcm2nii Resource Report Resource Website 100+ mentions |
dcm2nii (RRID:SCR_014099) | software application, software resource, systems interoperability software | A tool for converting images from the complicated formats used by scanner manufacturers (DICOM, PAR/REC) to the NIfTI format used by various scientific tools. dcm2nii works for all modalities (CT, MRI, PET, SPECT) and sequence types. | image converter, nifti format, systems interoperability software |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of South Carolina; South Carolina; USA |
NIDCD R01DC009571; NIDCD U01DC011739 |
Available for download | http://www.nitrc.org/plugins/mwiki/index.php/dcm2nii:MainPage | SCR_014099 | 2026-09-19 12:58:11 | 205 | ||||||||
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iso2mesh Resource Report Resource Website 10+ mentions |
iso2mesh (RRID:SCR_013202) | iso2mesh | software application, software resource, software toolkit | A Matlab / Octave-based mesh generation toolbox designed for easy creation of high quality surface and tetrahedral meshes from 3D volumetric images. It contains a rich set of mesh processing scripts/programs, functioning independently or interfacing with external free meshing utilities. Iso2mesh toolbox can operate directly on 3D binary, segmented or gray-scale images, such as those from MRI or CT scans, making it particularly suitable for multi-modality medical imaging data analysis or multi-physics modeling. | matlab, mesh generation, modeling, magnetic resonance, optical imaging, os independent, mri, computed tomography, octave |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: SourceForge |
GNU General Public License | nlx_155855 | http://www.nitrc.org/projects/iso2mesh | SCR_013202 | 2026-09-19 12:58:09 | 28 |
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