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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
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Group Level Imputation of Statistic Maps Resource Report Resource Website |
Group Level Imputation of Statistic Maps (RRID:SCR_002397) | Group Level Imputation of Statistic Maps | software resource, software toolkit | A software toolkit that performs multiple imputation for group level, single sample t-tests. Whole brain group level statistic maps from fMRI rarely cover the entire brain as a result of missing data. Missingness between subjects in fMRI datasets can result from susceptibility artifacts, bounding box (acquisition parameters), and small differences in post-normalized morphology. The toolkit consists of several interactive command line scripts that guide the user to map the spatial distribution of missing data across contrast images, calculate spatial neighborhood averages that help impute values, perform conventional and multiple imputed t-statistics, save the results to brain maps, and create result tables. The toolkit contains an instruction manual (pdf), two Matlab scripts and one R-Statistics script, which depend on functions defined in the popular SPM toolbox and functions defined in the MICE package for (R). | magnetic resonance, imputation, t-test, fmri | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Free, Available for download, Freely available | nlx_155768 | SCR_002397 | 2026-02-16 09:45:46 | 0 | ||||||||
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GMAC: A Matlab toolbox for spectral Granger causality analysis of fMRI data Resource Report Resource Website 1+ mentions |
GMAC: A Matlab toolbox for spectral Granger causality analysis of fMRI data (RRID:SCR_009581) | GMAC | software resource, software toolkit | Open-source software toolbox implemented multivariate spectral Granger Causality Analysis for studying brain connectivity using fMRI data. Available features are: fMRI data importing, network nodes definition, time series preprocessing, multivariate autoregressive modeling, spectral Granger causality indexes estimation, statistical significance assessment using surrogate data, network analysis and visualization of connectivity results. All functions are integrated into a graphical user interface developed in Matlab environment. Dependencies: Matlab, BIOSIG, SPM, MarsBar. | analyze, computational neuroscience, connectivity analysis, matlab, magnetic resonance, nifti, os independent, fmri, connectivity, granger causality, network analysis |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Polytechnic University of Milan; Milan; Italy |
NIH Blueprint for Neuroscience Research | PMID:22925560 | nlx_155764 | http://www.nitrc.org/projects/gmac_2012 | http://selene.bioing.polimi.it/BBBlab/GMAC/ | SCR_009581 | Granger Multivariate Autoregressive Connectivity | 2026-02-16 09:47:26 | 1 | ||||
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SPHARM-MAT Resource Report Resource Website 1+ mentions |
SPHARM-MAT (RRID:SCR_002545) | SPHARM-MAT | software application, software resource, software toolkit | A matlab-based 3D shape modeling and analysis toolkit, and is designed to aid statistical shape analysis for identifying morphometric changes in 3D structures of interest related to different conditions. SPHARM-MAT is implemented based on a powerful 3D Fourier surface representation method called SPHARM, which creates parametric surface models using spherical harmonics. | analyze, c, matlab, microsoft, morphology, magnetic resonance, nifti, posix/unix-like, quantification, quantitative shape analysis, shape analysis, shape decomposition, spherical harmonics, surface analysis, win32 (ms windows), windows, parametric surface model, spherical harmonics, 3d, shape modeling, analysis, morphometry |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Indiana University School of Medicine; Indiana; USA |
NIBIB R03EB008674-01 | Free, Available for download, Freely available | nlx_155952 | http://www.nitrc.org/projects/spharm-mat | SCR_002545 | 2026-02-16 09:45:46 | 2 | ||||||
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Measure Projection Toolbox Resource Report Resource Website 1+ mentions |
Measure Projection Toolbox (RRID:SCR_002429) | MPT | software resource, software toolkit | This toolbox is an EEGLAB plugin for performing Measure Projection Analysis. Measure Projection Analysis (MPA) is a novel probabilistic multi-subject inference method that overcomes EEG Independent Component (IC) clustering issues by abandoning the notion of distinct IC clusters. Instead, it searches voxel by voxel for brain regions having event-related IC process dynamics that exhibit statistically significant consistency across subjects and/or sessions as quantified by the values of various EEG measures. Local-mean EEG measure values are then assigned to all such locations based on a probabilistic model of IC localization error and inter-subject anatomical and functional differences. | reusable library, eeg, meg, electrocorticography, matlab, statistical operation, surrogate data analysis, visualization, measure projection analysis |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: EEGLAB has parent organization: Swartz Center for Computational Neuroscience |
Free, Available for download, Freely available | nlx_155809 | http://www.nitrc.org/projects/measure_project | SCR_002429 | Measure Projection Toolbox (MPT) | 2026-02-16 09:45:47 | 3 | ||||||
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pydicom Resource Report Resource Website 50+ mentions |
pydicom (RRID:SCR_002573) | pydicom | software resource, software toolkit | Software Python package for working with DICOM files, made for inspecting and modifying DICOM data in an easy pythonic way. The modifications can be written again to a new file. As a pure python package, it should run anywhere python runs without any other requirements. | reusable library, console (text based), dicom, magnetic resonance, os independent, python |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Debian |
Free, Available for download, Freely available | nlx_155976 | http://www.nitrc.org/projects/pydicom https://sources.debian.org/src/python3-pydicom/ |
http://pydicom.googlecode.com | SCR_002573 | 2026-02-16 09:45:46 | 90 | ||||||
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Generalized PPI Toolbox Resource Report Resource Website 50+ mentions |
Generalized PPI Toolbox (RRID:SCR_009489) | software resource, software toolkit | An automated toolbox for a generalized form of psychophysiological interactions for SPM and FSFAST. The automated toolbox can do the following: (a1) produce identical results to the current implementation in SPM (a2) use the current implementation of PPI in SPM but using the regional mean instead of the eigenvariate (a3) use a generalized form that allows a PPI for each task to be in the same model using either the regional mean of eigenvariate (b) create the model using the output of one of the (a) options and the first level design (c) estimate the model (/results directory) (d) compute the contrasts specified. | magnetic resonance, psychophysiological interaction, fmri, neuroimaging, automated toolbox, spm, fsfast | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Acknowledgement requested, Available for download | nlx_155636 | SCR_009489 | Generalized Psychophysiological Interaction Toolbox | 2026-02-16 09:47:25 | 51 | ||||||||
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Net Station EEG Software Resource Report Resource Website 50+ mentions |
Net Station EEG Software (RRID:SCR_002453) | Net Station | software application, software resource, commercial organization | A complete software package for working with electroencephalography (EEG) and event-related potential (ERP) data. You can acquire, review, analyze, and now ?see? your participant with synchronized video. Net Station also offers specialized tools and workflow options for both clinical and research applications, allows you to save different combinations of view settings (called workspaces) and helps with your reporting requirements by letting you set up and print custom cover pages. For more specialized work, Net Station also provides an optional electrical source estimation module (GeoSource) and an optional sensor location digitizer (Geodesic Photogrammetry System). | animation, eeg, meg, electrocorticography, event related potential, format conversion, spectral analysis, temporal transformation, time domain analysis, visualization |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is parent organization of: Net Station API |
Restricted | nlx_155825 | SCR_002453 | Netstation | 2026-02-16 09:45:44 | 68 | |||||||
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LEAD-DBS Resource Report Resource Website 100+ mentions |
LEAD-DBS (RRID:SCR_002915) | software resource, software toolkit | MATLAB toolbox for deep-brain-stimulation (DBS) electrode reconstructions and visualizations based on postoperative MRI and computed tomography (CT) imaging. The toolbox also facilitates visualization of localization results in 2D/3D, analysis of DBS-electrode placement's effects on clinical results, simulation of DBS stimulations, diffusion tensor imaging (DTI) based connectivity estimates, and fiber-tracking from the VAT to other brain regions (connectomic surgery). | matlab, deep brain stimulation, structural mri, reconstruction, dwi, dti, volume of activated tissue, modeling, subcortical atlas, depression, mri, computed tomography, atlas application, simulation, diffusion mr fiber tracking, three dimensional display, two dimensional display, surface rendering, volume rendering, workflow, neuroimaging, data repository |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: SPM is related to: 3D Slicer is related to: Atlasing of the basal ganglia is related to: German Research Foundation has parent organization: Charite - Universitatsmedizin Berlin; Berlin; Germany |
Parkinson's disease, Dystonia, Depressive Disorder | DFG KFO 247 | Free, Available for download, Freely available | SciRes_000188 | http://www.nitrc.org/projects/lead-dbs | SCR_002915 | Lead-DBS, LEAD DBS, Lead DBS | 2026-02-16 09:45:52 | 213 | |||||
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NODDI Matlab Toolbox Resource Report Resource Website 10+ mentions |
NODDI Matlab Toolbox (RRID:SCR_006826) | NODDI Matlab Toolbox | software resource, software toolkit | This MATLAB toolbox implements a data fitting routine for Neurite Orientation Dispersion and Density Imaging (NODDI). NODDI is a new diffusion MRI technique for imaging brain tissue microstructure. Compared to DTI, it has the advantage of providing measures of tissue microstructure that are much more direct and hence more specific. It achieves this by adopting the model-based strategy which relates the signals from diffusion MRI to geometric models of tissue microstructure. In contrast to typical model-based techniques, NODDI is much more clinically feasible and can be acquired on standard MR scanners with an imaging time comparable to DTI. | analyze, matlab, magnetic resonance, nifti, os independent, neurite orientation dispersion and density imaging, diffusion mri |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University College London; London; United Kingdom |
Artistic License | nlx_155892 | http://www.nitrc.org/projects/noddi_toolbox | SCR_006826 | 2026-02-16 09:46:49 | 25 | |||||||
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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 | 2026-02-16 09:48:29 | 191 | ||||||||
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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 | 2026-02-16 09:48:18 | 25 | |||||||
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DTI denoising Resource Report Resource Website |
DTI denoising (RRID:SCR_014102) | software resource, software toolkit | A Matlab package which contains six denoising filters and a noise estimation method for 4D DWI. The package includes nonlocal means, local PCA and Oracle DCT methods. Based on image redundancy and/or sparsity, the proposed filters provide efficient denoising while preserving fine structures. | software toolkit, matlab package, denoise, filter, dwi, image redundancy, imager sparsity |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Bordeaux Segalen University; Bordeaux; France has parent organization: Polytechnic University of Valencia; Valencia; Spain |
Free for non-commercial use | SCR_014102 | DWIdenoisingPackage, DWI Denoising Package | 2026-02-16 09:48:28 | 0 | |||||||||
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Kitware Resource Report Resource Website 10+ mentions |
Kitware (RRID:SCR_013989) | software repository, service resource, software resource | A software repository which provides open source software and technology for visualization, computer vision, medical imaging, data publishing, and quality software process solutions. Kitware also provides services such as creating customized applications for clients, porting their open-source tools to specialized computing platforms, and supporting their open-source software tools with documentation, professional consulting services, and software training. | software repository, open source, visualization, computer vision, medical imaging, data publishing, quality software process solutions |
is listed by: Connected Researchers is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: VTK CISG Registration Toolkit is related to: Connected Researchers is parent organization of: Midas Platform is parent organization of: ParaView is parent organization of: VolView is parent organization of: VTK |
PASCAL network of excellence ; Max-Planck Society ; Fraunhofer Society |
Open source | SCR_013989 | 2026-02-16 09:48:27 | 12 | |||||||||
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SFMProject Resource Report Resource Website |
SFMProject (RRID:SCR_014166) | software repository, software resource | Structure from motion algorithms repository. Common interface for various sfm algorithms. | motion algorithm, repository, sfm algorithm | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Available to the research community | SCR_014166 | 2026-02-16 09:48:32 | 0 | ||||||||||
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Cytoseg Resource Report Resource Website 1+ mentions |
Cytoseg (RRID:SCR_009553) | Cytoseg | software application, data processing software, image analysis software, software resource, segmentation software | A tool for automatic segmentation of 3D biological datasets, with emphasis on 3D electron microscopy. It works best for 3D blob shaped objects like mitochondria, lysosomes, etc. The project is written in Python and uses the pythonxy platform (which includes scipy and ITK image processing tools). | computational neuroscience, neuropil, 3d electron microscopy, electron microscopy | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | GNU Lesser General Public License | nlx_155733 | http://www.nitrc.org/projects/cytoseg | SCR_009553 | 2026-02-16 09:47:26 | 1 | |||||||
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NIH-CIDI Lung Segmentation Tool Resource Report Resource Website 1+ mentions |
NIH-CIDI Lung Segmentation Tool (RRID:SCR_014150) | software application, data processing software, image analysis software, software resource, segmentation software | A segmentation tool for the segmentation of a lung from CT images. The sofware can be run in two modes: fully automatic and semi-automatic with manual seeding by the user. The software also allows the user to perform basic filtering operations and manual correction to the segmentation. The VTK-based rendering implementation, along with option to view in axial, coronal, and sagittal, provides the user with better visualization of the segmented lung. | segmentation software, lung, ct image, visualization |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: National Institutes of Health |
PMID:25570151 | Open source | SCR_014150 | CIDI-lung-seg, CIDI Lung Seg | 2026-02-16 09:48:31 | 1 | ||||||||
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Nutil - Neuroimaging utilities Resource Report Resource Website 10+ mentions |
Nutil - Neuroimaging utilities (RRID:SCR_017183) | Nutil | software application, data processing software, software toolkit, image processing software, image analysis software, software resource | Software toolbox to simplify and streamline mechanism of pre and post processing 2D brain image data. Neuroscience image processing and analysis utilities. Stand alone application that runs on all operating systems. | neuroscience, 2D, brain, image, data, processing, analysis |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: Allen Institute for Brain Science works with: VisuAlign |
Free, Available for download, Freely available | SCR_017183 | Neuroimaging utilities | 2026-02-16 09:49:11 | 25 | ||||||||
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MRIcron Resource Report Resource Website 1000+ mentions |
MRIcron (RRID:SCR_002403) | MRIcron | software application, data processing software, data visualization software, software resource | Software tool as a cross-platform NIfTI format image viewer. Used for viewing and exporting of brain images. MRIcroGL is a variant of MRIcron. | NIfTI, format, image, viewer, exporting, brain, image, processing, data, bio.tools |
is used by: XFSL: An FSL toolbox is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Biositemaps is listed by: neurodebian is listed by: Debian is listed by: bio.tools is listed by: SoftCite is related to: Colour maps for brain imaging has parent organization: University of South Carolina; South Carolina; USA |
PMID:17583985 PMID:11568431 |
BSD License | biotools:MRIcron, nif-0000-00122 | https://sources.debian.org/src/mricron/ http://www.mccauslandcenter.sc.edu/mricro/ http://www.nitrc.org/projects/mricron http://neuro.debian.net/pkgs/mricron.html https://bio.tools/MRIcron |
SCR_002403 | mricron - magnetic resonance image conversion viewing and analysis | 2026-02-16 09:45:46 | 2194 | |||||
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Functional ROI Atlas Resource Report Resource Website |
Functional ROI Atlas (RRID:SCR_009481) | Functional ROI Atlas | data or information resource, atlas | An effort to provide a set of quasi-probabilistic atlases for established functional ROIs in the human neuroimaging literature. Many atlases exist for various anatomical parcellation schemes, such as the Brodmann areas, the structural atlases, tissue segmentation atlases, etc. To date, however, there is no atlas for so-called functional ROIs. Such fROIs are typically associated with an anatomical label of some kind (e.g. the _fusiform_ face area), but these labels are only approximate and can be misleading inasmuch as fROIs are not constrained by anatomical landmarks, whether cytoarchitectonic or based on sulcal and gyral landmarks. The goal of this project is to provide quasi-probabilistic atlases for fROIs that are based on published coordinates in the neuroimaging literature. This is an open-ended enterprise and the atlas can grow as needed. Members of the neuroscience and neuroimaging community interested in contributing to the project are encouraged to do so. | magnetic resonance, nifti, functional roi, region of interest, neuroimaging | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | GNU General Public License, The community can contribute to this resource | nlx_155628 | SCR_009481 | 2026-02-16 09:47:25 | 0 | ||||||||
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Atlasing of the basal ganglia Resource Report Resource Website 1+ mentions |
Atlasing of the basal ganglia (RRID:SCR_009431) | Atlasing of the basal ganglia | data or information resource, atlas | This atlas takes advantage of ultra-high resolution 7T MRI to provide unprecedented levels of detail on structures of the basal ganglia in-vivo. The atlas includes probability maps of the Subthalamic Nucleus (STh) using T2*-imaging. For now it has been created on 13 young healthy participants with a mean age of 24.38 (range: 22-28, SD: 2.36). We recently also created atlas STh probability maps from 8 middle-aged participants with a mean age of 50.67 (range: 40-59, SD: 6.63), and 9 elderly participants with a mean age of 72.33 (range: 67-77, SD: 2.87). You can find more details about the creation of these maps in the following papers: Young: http://www.ncbi.nlm.nih.gov/pubmed/22227131 Middle-aged & Elderly: http://www.ncbi.nlm.nih.gov/pubmed/23486960 Participating institutions are the Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany, and the Cognitive Science Center Amsterdam, University of Amsterdam, the Netherlands. | magnetic resonance, mri, late adult human, early adult human, middle adult human, basal ganglia |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: LEAD-DBS |
Aging | PMID:22227131 PMID:23486960 |
Creative Commons License | nlx_155581 | SCR_009431 | 2026-02-16 09:47:24 | 5 |
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The NIDDK Information Network (dkNET) serves the needs of basic and clinical investigators by providing seamless access to large pools of data and research resources relevant to the mission of The National Institute of Diabetes Digestive and Kidney Diseases (NIDDK). dkNET is hosted at University of California San Diego, and is supported by NIH NIDDK grant 2U24DK097771-09.
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