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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
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EYE-EEG (combined eye-tracking & EEG) Resource Report Resource Website 10+ mentions |
EYE-EEG (combined eye-tracking & EEG) (RRID:SCR_012903) | EYE-EEG | software resource | A plugin for the open-source MATLAB toolbox EEGLAB developed with the goal to facilitate integrated analyses of electrophysiological and oculomotor data. The plugin parses, imports, and synchronizes simultaneously recorded eye tracking data and adds it as extra channels to the EEG. Saccades and fixations can be imported from the eye tracking raw data or detected with an adaptive velocity-based algorithm. Eye movements are then added as new time-locking events to EEGLAB's event structure, allowing easy saccade- and fixation-related EEG analysis (e.g., fixation-related potentials, FRPs). Alternatively, EEG data can be aligned to stimulus onsets and analyzed according to oculomotor behavior (e.g. pupil size, microsaccades) in a given trial. Saccade-related ICA components can be objectively identified based on their covariance with the electrically independent eye tracker. All functions can be accessed via EEGLAB's GUI or called from the command line. | eeg, meg, electrocorticography, matlab, os independent, eye, electrophysiology, oculomotor, eye tracking device |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: EEGLAB has parent organization: Humboldt University of Berlin; Berlin; Germany |
DFG | PMID:21744985 | GNU General Public License | nlx_155755 | http://www.nitrc.org/projects/eye-eeg | SCR_012903 | EYE-EEG: Eye tracking & EEG | 2026-08-08 11:59:48 | 13 | ||||
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BRAINSTracer Resource Report Resource Website 1+ mentions |
BRAINSTracer (RRID:SCR_012894) | BRAINSTracer | software resource | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on May 23,2023. A graphical program to trace anatomical features in 3D image volumes. This tools is built upon the NA-MIC toolkit. The tool is fully compatible with Slicer3, and integrates the Slicer3 theme. | magnetic resonance |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: BRAINSTools |
THIS RESOURCE IS NO LONGER IN SERVICE | nlx_155705 | http://www.nitrc.org/projects/brainstracer | SCR_012894 | 2026-08-08 12:00:17 | 5 | |||||||
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MetaSearch Resource Report Resource Website 1+ mentions |
MetaSearch (RRID:SCR_014751) | web application, software resource | Web application search tool intended to help users find MRI data shared publicly on the Web, particularly from projects organized under the 1000 Functional Connectomes Project (FCP) and International Neuroimaging Data-sharing Initiative (INDI). Users can perform queries visually to select a cohort of participants with brain imaging data based on their demographics and phenotypic information and then link out to imaging measures. | web application, mri, mri data, open mri data, search tool, brain imaging data |
uses: 1000 Functional Connectomes Project is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) works with: BrainBox is hosted by: Open Neuroimaging Laboratory |
Public | https://github.com/OpenNeuroLab/metasearch https://www.nitrc.org/projects/metasearch/ | SCR_014751 | 2026-08-08 12:02:42 | 3 | |||||||||
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volBrain Resource Report Resource Website 1+ mentions |
volBrain (RRID:SCR_021020) | software resource | Software tool as MRI brain segmentation system to obtain automatically volumetric brain information from RI data. Works in automatic manner and is able to provide brain structure volumes without any human interaction. | MRI brain volumetry system, segmentation system, volumetric brain information, MRI data, | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | PMID:27512372 | Free, Available for download, Freely available | SCR_021020 | volBrain: online MRI segmentation, MRI Brain Volumetry System | 2026-08-08 12:02:07 | 3 | ||||||||
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MoTrak Head Motion Tracking System Resource Report Resource Website 1+ mentions |
MoTrak Head Motion Tracking System (RRID:SCR_009607) | MoTrak | resource, software resource | Designed for use in an MRI simulator, MoTrak software uses Ascension Technology?s Flock of Birds. The sensor attaches to the subject?s head and determines the position of the head in space relative to the transmitter. The sensor records angular rotations as well as positional displacements from an initially calibrated position. This information is displayed and logged by the program in real-time, allowing observation of head motion in an MRI simulator. In the simulator, the participant can simultaneously be habituated to the MRI environment, while being trained to remain still via feedback from the MoTrak system. | experiment control, hardware, microsoft, magnetic resonance, training, win32 (ms windows), windows, windows vista, windows xp, instrument, equipment | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | nlx_155815 | http://www.nitrc.org/projects/motrak | SCR_009607 | MoTrak - Head Motion Tracking System | 2026-08-08 12:02:32 | 3 | |||||||
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COBRE Resource Report Resource Website 100+ mentions |
COBRE (RRID:SCR_010482) | COBRE | data or information resource, data set | Data set of raw anatomical and functional MR data from 72 patients with Schizophrenia and 75 healthy controls (ages ranging from 18 to 65 in each group). All subjects were screened and excluded if they had: history of neurological disorder, history of mental retardation, history of severe head trauma with more than 5 minutes loss of consciousness, history of substance abuse or dependence within the last 12 months. Diagnostic information was collected using the Structured Clinical Interview used for DSM Disorders (SCID). A multi-echo MPRAGE (MEMPR) sequence was used with the following parameters: TR/TE/TI = 2530/(1.64, 3.5, 5.36, 7.22, 9.08)/900 ms, flip angle = 7��, FOV = 256x256 mm, Slab thickness = 176 mm, Matrix = 256x256x176, Voxel size =1x1x1 mm, Number of echos = 5, Pixel bandwidth =650 Hz, Total scan time = 6 min. With 5 echoes, the TR, TI and time to encode partitions for the MEMPR are similar to that of a conventional MPRAGE, resulting in similar GM/WM/CSF contrast. Rest data was collected with single-shot full k-space echo-planar imaging (EPI) with ramp sampling correction using the intercomissural line (AC-PC) as a reference (TR: 2 s, TE: 29 ms, matrix size: 64x64, 32 slices, voxel size: 3x3x4 mm3). Slice Acquisition Order: Rest scan - collected in the Axial plane - series ascending - multi slice mode - interleaved MPRAGE - collected in the Sag plane - series interleaved - multi slice mode - single shot The following data are released for every participant: * Resting fMRI * Anatomical MRI * Phenotypic data for every participant including: gender, age, handedness and diagnostic information. | resting fmri, anatomical mri, phenotype, gender, age, handedness, diagnosis, adult human, fmri, mri, neuroimaging, mental state assessment, clinical |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Mind Research Network has parent organization: 1000 Functional Connectomes Project has parent organization: NeuroImaging Tools and Resources Collaboratory (NITRC) |
Schizophrenia, Normal control, Aging | NCRR 1P20RR021938-01A2 | Creative Commons Attribution-NonCommercial License, Account required | nlx_157762 | SCR_010482 | Center for Biomedical Research Excellence, Center for Biomedical Research Excellence (COBRE) | 2026-08-08 12:05:58 | 123 | |||||
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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 | 2026-08-08 12:05:43 | 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 | 2026-08-08 12:05:38 | 0 | ||||||||
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Paradigm Resource Report Resource Website 50+ mentions |
Paradigm (RRID:SCR_009634) | Paradigm | software resource | Software application for millisecond accurate experimental control for cognitive neuroscience, psychology and linguistics research. Presents text, images, sounds, movies, self-paced reading trials and rating scales. An integrated Python scripting API is available. Joystick and microphone response are available. Supports button boxes from PST, Cedrus, fORP and custom built response boxes. Paradigm can detect fMRI triggers through serial and parallel ports. Includes sample experiments that implement many of the most popular experiment designs., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025. | eeg, experimental control, eye tracking, hardware, microsoft, magnetic resonance, physiological recording, python, scanner, win32 (ms windows), experiment, experimental design, fmri, eye tracking device | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | THIS RESOURCE IS NO LONGER IN SERVICE | nlx_155918 | SCR_009634 | Paradigm Experiment Builder | 2026-08-08 12:05:07 | 62 | |||||||
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PANDA Resource Report Resource Website 100+ mentions |
PANDA (RRID:SCR_002511) | PANDA | software toolkit, software resource | Software matlab toolbox for pipeline processing of diffusion MRI images. For each subject, PANDA can provide outputs in 2 types: i) diffusion parameter data that is ready for statistical analysis; ii) brain anatomical networks constructed by using diffusion tractography. Particularly, there are 3 types of resultant diffusion parameter data: WM atlas-level, voxel-level and TBSS-level. The brain network generated by PANDA has various edge definitions, e.g. fiber number, length, or FA-weighted. The key advantages of PANDA are as follows: # fully-automatic processing from raw DICOM/NIFTI to final outputs; # Supporting both sequential and parallel computation. The parallel environment can be a single desktop with multiple-cores or a computing cluster with a SGE system; # A very friendly GUI (graphical user interface). | analyze, computational neuroscience, connectivity analysis, dicom, format conversion, gnome, linux, macos, matlab, modeling, magnetic resonance, nifti, posix/unix-like, tensor metric, tractography, workflow, xnat pipeline, diffusion mri, chinese, connectome, diffusion metrics, network, pipeline, structural connectivity |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Beijing Normal University; Beijing; China |
National Natural Science Foundation of China ; Beijing Nova Program ; 973 program ; State Key Laboratory of Cognitive Neuroscience and Learning |
PMID:23439846 | Free, Available for download, Freely available | nlx_155911 | http://www.nitrc.org/projects/panda | SCR_002511 | PANDA: a pipeline tool for diffusion MRI, PANDA (Pipeline for Analyzing braiN Diffusion imAges), Pipeline for Analyzing braiN Diffusion imAges, PANDA: Pipeline for Analyzing braiN Diffusion imAges, panda-tool | 2026-08-09 09:03:35 | 427 | ||||
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Nirfast Resource Report Resource Website 10+ mentions |
Nirfast (RRID:SCR_002503) | NIRFAST | software toolkit, software resource | Software package for modeling Near-Infrared light transport in tissue and image reconstruction. This includes: Standard single wavelength absorption and reduced scatter, Multi-wavelength spectrally constrained models and Fluorescence models. | optical imaging, tissue |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Dartmouth College; New Hampshire; USA |
PMID:20182646 PMID:23942632 |
Free, Available for download, Freely available | nlx_155902 | http://www.nitrc.org/projects/nirfast | SCR_002503 | 2026-08-09 09:03:29 | 35 | ||||||
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Cognitive Atlas Resource Report Resource Website 10+ mentions |
Cognitive Atlas (RRID:SCR_002793) | Cognitive Atlas | data or information resource, controlled vocabulary, ontology | Knowledge base (or ontology) that characterizes the state of current thought in cognitive science that captures knowledge from users with expertise in psychology, cognitive science, and neuroscience. There are two basic kinds of knowledge in the knowledge base. Terms provide definitions and properties for individual concepts and tasks. Assertions describe relations between terms in the same way that a sentence describes relations between parts of speech. The goal is to develop a knowledge base that will support annotation of data in databases, as well as supporting improved discourse in the community. It is open to all interested researchers. A fundamental feature of the knowledge base is the desire and ability to capture not just agreement but also disagreement regarding definitions and assertions. Thus, if you see a definition or assertion that you disagree with, then you can assert and describe your disagreement. The project is led by Russell Poldrack, Professor of Psychology and Neurobiology at the University of Texas at Austin in collaboration with the UCLA Center for Computational Biology (A. Toga, PI) and UCLA Consortium for Neuropsychiatric Phenomics (R. Bilder, PI). Most tasks used in cognitive psychology research are not identical across different laboratories or even within the same laboratory over time. A major advantage of anchoring cognitive ontologies to the measurement level is that the strategy for determining changes in task properties is easier than tracking changes in concept definitions and usage. The process is easier because task parameters are usually (if not always) operationalized objectively, offering a clear basis to judge divergence in methods. The process is also easier because most tasks are based on prior tasks, and thus can more readily be considered descendants in a phylogenetic sense. | cognitive function, cognitive phenotype, cognitive process, cognitive science, cognitive state, human, cognitive ontology, cognitive task, experimental task, mental construct, concept, task, eeg, meg, electrocorticography, magnetic resonance, ontology, pet, spect, knowledge environment |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: Speech Perception is related to: Brainspell has parent organization: University of Texas at Austin; Texas; USA is parent organization of: Cognitive Atlas Ontology |
NIMH RO1MH082795 | PMID:21922006 PMID:19634038 |
Free, Freely Available | nif-0000-24591 | http://www.nitrc.org/projects/cogatlas | SCR_002793 | cognitive atlas - a collaboratively developed cognitive science ontology | 2026-08-09 09:03:36 | 38 | ||||
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Brian Simulator Resource Report Resource Website 10+ mentions |
Brian Simulator (RRID:SCR_002998) | Brian | simulation software, software application, software resource | Software Python package for simulating spiking neural networks. Useful for neuroscientific modelling at systems level, and for teaching computational neuroscience. Intuitive and efficient neural simulator. | simulation, spiking, neuron, brain, communication, modelling, computational neuroscience, python, spiking neuron, neural network |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Ecole Normale Superieure; Paris; France |
European Union ; French National Research Agency ; CNRS ; Ecole Normale Superieure; Paris; France |
DOI:10.7554/eLife.47314 DOI:10.3389/neuro.01.026.2009 DOI:10.7554/eLife.47314 |
Free, Available for download, Freely available | nif-0000-30223 | http://www.nitrc.org/projects/brian | SCR_002998 | Brian 2, Brian spiking neural network simulator, Brian2 | 2026-08-09 09:03:40 | 29 | ||||
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Stark Cross-Sectional Aging Resource Report Resource Website 1+ mentions |
Stark Cross-Sectional Aging (RRID:SCR_014171) | data or information resource, data set | Behavioral and imaging data from about 120 participants aged 18-89. Data were collected as part of a grant to use high-resolution imaging and advanced behavioral tasks to understand how aging affects the hippocampus and how this is related to age-related cognitive decline. The full dataset includes traditional neuropsycholgical measures, hippocampal-specific behavioral measures, whole-brain DTI, high-resolution DTI of the medial temporal lobes, and structural MRI including segmentation of grey/white/CSF, of cortical regions and of hippocampal subfields. | data set, aging, hippocampus, behavioral, dti, mri, image |
uses: Neuroimaging Informatics Technology Initiative is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of California at Irvine; California; USA |
NIA R01 AG034613 | Available to the research community | SCR_014171 | 2026-08-08 12:06:19 | 1 | |||||||||
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YMDTI: Diffusion Tensor Images of Healthy Young Males Resource Report Resource Website |
YMDTI: Diffusion Tensor Images of Healthy Young Males (RRID:SCR_014183) | YMDTI | data or information resource, data set | A dataset which contains diffusion tensor images of 93 healthy, young male subjects. | data set, diffusion tensor image, young male subject | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Available to the research community | SCR_014183 | Diffusion Tensor Images of Healthy Young Males | 2026-08-08 12:06:26 | 0 | ||||||||
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Epilepsy T1 and Hippocampal Segmentation Datasets Resource Report Resource Website |
Epilepsy T1 and Hippocampal Segmentation Datasets (RRID:SCR_014926) | data or information resource, data set | Shared dataset which consists of skull-stripped T1 MRI images and segmented hippocampi of 163 Temporal Lobe Epilepsy (TLE) patients. The T1 and hippocampal segmentation data of TLE patients are uploaded in three separate datasets which can be accessed from the main site. | hippocampus, t1, dataset, skull stripped, mri, segmented hippocampus, epilepsy, temporal lobe epilepsy, tle | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Available for download | SCR_014926 | 2026-08-08 12:06:21 | 0 | ||||||||||
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Brede Wiki Resource Report Resource Website |
Brede Wiki (RRID:SCR_001411) | data or information resource, wiki, narrative resource | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 10, 2025. Semantic wiki with structured information, primarily from functional and molecular neuroimaging papers, but there are also other types of papers, e.g., from personality genetics. It lists results from neuroimaging studies, such as Talairach coordinates and brain volume measurements, as well as software packages and brain regions. SQL dumps of the structured information in the wiki is available so complex queries can be formed. The Brede Wiki templates store the structured information from neuroscience papers and editors may add free format text. Template definitions format the data so it is presented as tables on the formatted wiki-page. From a given PMID a web-service can format information from PubMed for inclusion in the Brede Wiki. A Matlab script can extract coordinates from SPM5 and format them in the Talairach coordinate template format. | neuroinformatics, neuroscience, functional neuroimaging, molecular neuroimaging, fmri, mri, talairach, brain region, data sharing, mediawiki, sql |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Biositemaps is related to: Brede Database is related to: Brede Toolbox is related to: Brede Database has parent organization: Technical University of Denmark; Lyngby; Denmark |
THIS RESOURCE IS NO LONGER IN SERVICE | nif-0000-08130 | http://www.nitrc.org/projects/bredewiki | SCR_001411 | Brede Wiki - a neuroinformatics wiki | 2026-08-09 09:03:10 | 0 | |||||||
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MCML and CONV Resource Report Resource Website |
MCML and CONV (RRID:SCR_002419) | MCML, MCML & CONV, CONV | simulation software, software application, software resource | MCML is a Monte Carlo simulation program for Multi-layered Turbid Media with an infinitely narrow photon beam as the light source. The simulation is specified by an input text file called, for example, sample.mci, which can be modified by any simple text editor. The output is another text file called, for example, sample.mco. (The names are arbitrary.) CONV is a convolution program which uses the MCML output file to convolve for photon beams of any size in a Gaussian or flat field shape. CONV can provide a variety of output formats (reflectance, transmission, iso-fluence contours, etc.), which are compatible with standard graphics applications. | optical imaging |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Oregon Health and Science University; Oregon; USA |
PMID:9421660 PMID:19256707 |
Free, Available for download, Freely available | nlx_155791 | http://www.nitrc.org/projects/mcml | SCR_002419 | Monte Carlo for Multi-Layered media | 2026-08-09 09:03:28 | 0 | |||||
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Virtual brain Resource Report Resource Website 10+ mentions |
Virtual brain (RRID:SCR_002249) | tvb | simulation software, software application, software resource | Simulation software for modeling the entire human brain by combining structural and functional data from empirical neuroimaging data. It can generate local field potentials, EEG, MEG and fMRI BOLD data based on neural mass models. The user can also modify the model parameters to match clinical conditions from focal lesions or degenerative disorders. | dti, simulation, modeling, brain |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of Toronto; Ontario; Canada |
James S. McDonnell Foundation | PMID:23442172 PMID:23774395 |
Free, Freely available | nlx_155567 | http://www.nitrc.org/projects/tvb | SCR_002249 | thevirtualbrain.org, The Virtual Brain, thevirtualbrain | 2026-08-09 09:03:31 | 45 | ||||
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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 | 2026-08-08 12:05:41 | 25 |
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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."
