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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
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BSMac Resource Report Resource Website |
BSMac (RRID:SCR_009531) | BSMac | software toolkit, software application, data processing software, image analysis software, software resource | A statistical and graphical visualization MATLAB toolbox for the analysis of fMRI data, called the Bayesian Spatial Model for activation and connectivity (BSMac). BSMac simultaneously performs whole-brain activation analyses at the voxel and region of interest levels as well as task-related functional connectivity (FC) analyses using a flexible Bayesian modeling framework (Bowman et al., 2008). BSMac allows for inputting data in either Analyze or Nifti file formats. The user provides information pertaining to subgroup memberships, scanning sessions, and experimental tasks (stimuli), from which the design matrix is constructed. BSMac then performs parameter estimation based on MCMC methods and generates plots for activation and FC, such as interactive 2D maps of voxel and region-level task-related changes in neural activity and animated 3D graphics of the FC results. | computational neuroscience, magnetic resonance, brain activation, connectivity, matlab, statistics, visualization |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Emory University; Georgia; USA |
PMID:22101143 PMID:17936016 |
Acknowledgement requested, BSD License, GNU Lesser General Public License, GNU General Public License | nlx_155706 | http://www.nitrc.org/projects/bsmac | SCR_009531 | BSMAC Software, Bayesian Spatial Model for Brain Activation and Connectivity, BSMac: Bayesian Spatial Model for Brain Activation and Connectivity | 2026-08-03 09:34:06 | 0 | |||||
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INCF Neuroimaging Data Sharing Resource Report Resource Website |
INCF Neuroimaging Data Sharing (RRID:SCR_009497) | INCF Neuroimaging Data Sharing | narrative resource, data or information resource, standard specification | Program to develop generic standards and tools to facilitate the recording, sharing, and reporting of neuroimaging metadata. It is expected that these efforts will greatly improve upon current practices for archiving and sharing neuroscience data. Neuroscience data, particularly those in neuroinformatics related areas such as neuroimaging and electrophysiology, are associated with a rich set of descriptive information often called metadata. For data archive, storage, sharing and re-use, metadata are of equal importance to primary data, as they define the methods and conditions of data acquisition (such as device characteristics, study/experiment protocol and parameters, behavioral paradigms, and subject/patient information), and statistical procedures. A further challenge for datasharing is the rapidly evolving nature of investigative methods and scientific applications. | community, knowledge environment, loni pipeline, magnetic resonance, nipype |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: International Neuroinformatics Coordinating Facility |
Creative Commons License | nlx_155645 | SCR_009497 | 2026-08-03 09:34:05 | 0 | ||||||||
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GTRACT Resource Report Resource Website 1+ mentions |
GTRACT (RRID:SCR_009651) | GTRACT | image processing software, software toolkit, software application, data processing software, image analysis software, software resource | A Diffusion Tensor fiber tracking software suite that includes streamline tracking tools. The fiber tracking includes a guided tracking tool that integrates apriori information into a streamlines algorithm. This suite of programs is built using the NA-MIC toolkit and uses the Slicer3 execution model framework to define the command line arguments. These tools can be fully integrated with Slicer3 using the module discovery capabilities of Slicer3. NOTE: All new development is being managed in a github repository. Please visit, https://github.com/BRAINSia/BRAINSTools | c++, dicom, macos, microsoft, modeling, morphology, magnetic resonance, nifti, posix/unix-like, quantification, tensor metric, tractography, windows, dti, diffusion tensor fiber tracking, fiber tracking, nrrd, algorithm, connectivity |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: 3D Slicer has parent organization: University of Iowa; Iowa; USA |
Aging | NARSAD ; NINDS R01NS050568-01A2S1; NINDS 5R01NS040068-04; NIMH 5R01MH063405-04; NIMH 5R01MH031593-23; NIMH 2R01MH040856-17A2; NIA 5K23AG020649-03; NIDCR 5R01DE014399-04 |
PMID:16631385 | BSD License | nlx_155992 | SCR_009651 | Guided Tensor Restore Anatomical Connectivity Tractography | 2026-08-03 09:34:26 | 2 | ||||
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IDeA Lab brain image processing suite Resource Report Resource Website 1+ mentions |
IDeA Lab brain image processing suite (RRID:SCR_009495) | IDeA Lab brain image processing suite | software toolkit, software application, data processing software, image analysis software, software resource | Suite of tools for brain image analysis. Image manipulation, 2D visualization, linear alignment, BBSI, template-based bias correction, skullstrip. GUI Image analysis tools. Now modified to read/write single file nifti (.nii) format. Other packages to be added. | analyze, c++, console (text based), csh/tcsh, image display, image-to-image, image-to-template, intermodal, intersubject, linux, magnetic resonance, nifti, nonlinear warp, posix/unix-like, quantification, registration, resampling, spatial transformation, spline interpolation, tri-linear, two dimensional display, unix shell, visualization, volume measurement, volumetric analysis, warping | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | nlx_155644 | SCR_009495 | 2026-08-03 09:34:22 | 1 | |||||||||
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Groupwise Image Registration Toolbox Resource Report Resource Website |
Groupwise Image Registration Toolbox (RRID:SCR_009492) | Groupwise Image Registration | software application, data processing software, image analysis software, software resource, registration software | A method for group-wise image registration by pairwisely registering similar images identified using graph theoretic techniques. Particularly, they use sparse coding to estimate image similarity measures among images to be registered, yielding asymmetric, group-wise image similarity measures for each image to others in the group. | domain independent |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Chinese Academy of Sciences; Beijing; China |
PAMI License, Http://www.nitrc.org/include/glossary.php#690, Non-commercial | nlx_155640 | SCR_009492 | 2026-08-03 09:34:05 | 0 | ||||||||
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HD Neuro-Informatics Resource Report Resource Website 1+ mentions |
HD Neuro-Informatics (RRID:SCR_009493) | HDNI | topical portal, data or information resource, portal | An international effort to establish resources necessary to study the application of neuroimaging measures as (surrogate) biomarkers in Huntington''s Disease (HD). The primary aims are to develop and apply software tools, imaging protocols, quality control procedures, data archiving, data distribution, and participation guidelines that will accelerate existing and prospective imaging studies. | magnetic resonance | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Huntington''s disease | BSD License | nlx_155641 | SCR_009493 | Huntington Disease Nueroimaging Initiative | 2026-08-03 09:34:12 | 2 | ||||||
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REST: a toolkit for resting-state fMRI Resource Report Resource Website 500+ mentions |
REST: a toolkit for resting-state fMRI (RRID:SCR_009641) | REST | image processing software, software toolkit, software application, data processing software, image analysis software, software resource | A user-friendly convenient toolkit to calculate Functional Connectivity (FC), Regional Homogeneity (ReHo), Amplitude of Low-Frequency Fluctuation (ALFF), Fractional ALFF (fALFF), Gragner causality and perform statistical analysis. You also can use REST to view your data, perform Monte Carlo simulation similar to AlphaSim in AFNI, calculate your images, regress out covariates, extract Region of Interest (ROI) time courses, reslice images, and sort DICOM files. | correlation, cross-correlation, fourier time-domain analysis, gnome, kde, linux, macos, matlab, microsoft, modeling, magnetic resonance, nifti, posix/unix-like, spatial transformation, spectral analysis, statistical operation, temporal transformation, time domain analysis, two dimensional display, visualization, windows, resting-state functional magnetic resonance imaging, resting-state fmri |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Beijing Normal University; Beijing; China |
National High Technology Program of China ; National Natural Science Foundation of China ; Program for Changjiang Scholars and Innovative Research Team in University |
PMID:21949842 | Academic Free License | nlx_155936 | http://www.nitrc.org/projects/rest | SCR_009641 | Resting-State fMRI Data Analysis Toolkit, REsting State fMRI Data analysis Toolkit | 2026-08-03 09:34:09 | 866 | ||||
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BRAINSMush Resource Report Resource Website |
BRAINSMush (RRID:SCR_009485) | BRAINSMush | software application, data processing software, segmentation software, image analysis software, software resource | Tool to generate brain volume mask from input of T1 and T2-weighted images alongside a region of interest brain mask. This volume mask omits dura, skull, eyes, etc. The program is built upon ITK and uses the Slicer3 execution model framework to define the command line arguments and can be fully integrated with Slicer3 using the module discovery capabilities of Slicer3. | analyze, application, bsd license, bsd/mit-style open source license, c++, console (text based), dicom, magnetic resonance, nifti, nrrd, segmentation | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | BSD License | nlx_155702 | http://www.nitrc.org/projects/brainsmush | SCR_009485 | 2026-08-03 09:34:12 | 0 | |||||||
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QCQP Resource Report Resource Website |
QCQP (RRID:SCR_009640) | QCQP | image processing software, software application, data processing software, segmentation software, image analysis software, software resource | Quadratically constrained quadratic programing (QCQP) technique in medical image analysis. QCQP based tools are provided for classification, segmentation, and bias field correction. | magnetic resonance, classification, segmentation, bias field correction | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | nlx_155932 | SCR_009640 | Quadratically constrained quadratic programing | 2026-08-03 09:34:26 | 0 | ||||||||
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DTI BrainImageScope Resource Report Resource Website |
DTI BrainImageScope (RRID:SCR_009559) | dtiBrainScope | image processing software, software resource, software application, data processing software | Software package for processing diffusion tensor imaging data. The following functions are included: 1. Converting imaging data in DICOME format to ANALYZE format 2. Extracting binary brain mask for quick scalp-removing 3. Correcting eddy-current induced distortion 4. Optimized tensor estimation based on noisy diffusion-weighted imaging (DWI) data 5. Scalp removal using a brain mask image 6. Corregistering imaging data and generating deformation field for mapping images from individual spaces to a template or target space 7. Spatial Normalization and Warping DTI 8. Fiber tracking 9. Clustering fiber tracts 10. Identifying brain ventricles and generating binary masks for the baseline and DW imaging data 11. Deriving diffusion anisotropy indices (DAIs) and principal directions (PD) and the corresponding color-coded PD-map. | magnetic resonance, diffusion tensor imaging |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: INCF Software Center has parent organization: Columbia University; New York; USA |
NIBIB 1R03EB008235-01A1; Shanghai CST 10440710200 |
Other/Commercial license License | nlx_155739 | SCR_009559 | 2026-08-03 09:34:12 | 0 | |||||||
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CoCoMac-Paxinos3D viewer Resource Report Resource Website |
CoCoMac-Paxinos3D viewer (RRID:SCR_009548) | CoCoMac-Paxinos3D viewer | software resource, data visualization software, software application, data processing software | An interactive interface of macaque stereotaxic atlas with a connectivity database, allowing integrated data analysis and mapping between 3D structures with database vocabularies. These Java-based tools are capable of reading stacks of polygons described in svg vector format and arrange them in 3D space so that the corresponding structures can be viewed and manipulated individually. An additional excel (currently v. 1997-2003) file maintains the structure abbreviations and their mapping to the terminology of databases that provide supplementary information. Here in particular we have manually drawn the cortical, striatal, thalamic and amygdaloid structures of the 151 frontal sections from the Rhesus Monkey Brain in Stereotactic Coordinates authored by Paxinos and colleagues in 1999. After loading the excel file and a set of the svg files, the view can be rotated, zoomed and individual brain structures be selected for identification and simple geometric measures. A stereotaxic grid is a display option. The abbreviations of the brain structures are mapped to entities recorded in the CoCoMac database of primate brain connectivity. Thereby one can retrieve mapping and connectivity information for the selected structure as text or connecting arrows. | magnetic resonance, java, mapping, connectivity |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: CoCoMac |
PMID:19145492 | GNU General Public License | nlx_155728 | http://www.nitrc.org/projects/cp3d | SCR_009548 | 2026-08-03 09:34:12 | 0 | ||||||
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INVIZIAN Resource Report Resource Website 1+ mentions |
INVIZIAN (RRID:SCR_009549) | INVIZIAN | software resource, data visualization software, software application, data processing software | A visualization environment that enables you, via your computer, to display and interact with hundreds of neuroimaging data sets at once ?bringing together brain image data from some of the world?s best neuroscience research teams. INVIZIAN empowers both researchers and students of neuroscience to explore and understand the human brain using a simple yet powerful user interface for neuroimaging data exploration and discovery. See a beautiful example of a cloud of individual brains tumbling around in the INVIZIAN interface in Vimeo (http://vimeo.com/67984681). Visit often to see how we are making continuing progress to make Invizian even more amazing. | magnetic resonance |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Laboratory of Neuro Imaging |
LONI Software License | nlx_155775 | http://www.nitrc.org/projects/invizian | SCR_009549 | Informatics Visualization in Neuroimaging | 2026-08-03 09:34:23 | 1 | ||||||
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BEAST Resource Report Resource Website 5000+ mentions |
BEAST (RRID:SCR_010228) | sequence analysis software, software application, data processing software, data analysis software, software repository, software resource | A cross-platform software program for Bayesian MCMC analysis of molecular sequences. It is entirely orientated towards rooted, time-measured phylogenies inferred using strict or relaxed molecular clock models. It can be used as a method of reconstructing phylogenies but is also a framework for testing evolutionary hypotheses without conditioning on a single tree topology. BEAST uses MCMC to average over tree space, so that each tree is weighted proportional to its posterior probability. We include a simple to use user-interface program for setting up standard analyses and a suit of programs for analysing the results. | bio.tools |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Debian is listed by: bio.tools is listed by: OMICtools is related to: TempEst is related to: BEAST2 is related to: PhyDyn has parent organization: University of Edinburgh; Scotland; United Kingdom |
DOI:10.1186/1471-2148-7-214 | nlx_156859, OMICS_04233, biotools:beast, SCR_015988 | http://www.nitrc.org/projects/beast-library, https://bio.tools/beast, https://sources.debian.org/src/beast-mcmc/ | http://beast.bio.ed.ac.uk/Main_Page | SCR_010228 | BEaST Segmentation Library, Beast Software | 2026-08-03 09:34:47 | 6460 | ||||||
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Neuroimaging in Python Resource Report Resource Website 10+ mentions |
Neuroimaging in Python (RRID:SCR_013141) | NIPY, | software development tool, portal, community building portal, software development environment, software application, data or information resource, software resource | Community site to make brain imaging research easier that aims to build software that is clearly written, clearly explained, a good fit for the underlying ideas, and a natural home for collaboration. | brain, imaging, neuroimaging, analysis, python, fmri, fmri analysis, magnetic resonance |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: Python Programming Language has parent organization: SourceForge has parent organization: University of California at Berkeley; Berkeley; USA has parent organization: Massachusetts Institute of Technology; Massachusetts; USA; is parent organization of: Dipy is parent organization of: NiLearn is parent organization of: NIPY is parent organization of: NiBabel is parent organization of: Nipype is parent organization of: Nitime |
NIMH 5R01MH081909-02; NIBIB 1R03EB008673-01 |
PMID:21897815 | Revised BSD license | nlx_149365 | http://www.nitrc.org/projects/nipy-community http://www.nitrc.org/projects/nipype | SCR_013141 | NIPY Community | 2026-08-03 09:35:09 | 24 | ||||
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AngioCalc Cerebral Aneurysm Calculator Resource Report Resource Website 1+ mentions |
AngioCalc Cerebral Aneurysm Calculator (RRID:SCR_012805) | AngioCalc | data management software, software resource, software application | Providing quality resources for the management of cerebral aneurysms and features an online calculator that calculates cerebral aneurysm volume and percent packing volume after coil embolization. The site also host an imaging Library with neuroanatomy and neurovascular images. | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | nlx_155693 | SCR_012805 | AngioCalc Cerebral and Peripheral Aneurysm Calculator, AngioCalc Cerebral Aneurysm Calculator | 2026-08-03 09:35:15 | 9 | |||||||||
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USC Multimodal Connectivity Database Resource Report Resource Website 10+ mentions |
USC Multimodal Connectivity Database (RRID:SCR_012809) | UMCD | data repository, data or information resource, database, storage service resource, service resource | Web-based repository and analysis site for connectivity matrices that have been derived from neuroimaging data including different imaging modalities, subject groups, and studies. Users can analyze connectivity matrices that have been shared publicly and upload their own matrices to share or analyze privately. | fmri, dti, dsi, mri, eeg, meg, data set, image, computational hosting, connectivity, neuroimaging, data sharing, brain, rendering, diffusion-weighted mri, functional connectivity, graph theory, resting-state fmri, structural connectivity, image display, magnetic resonance, python, rendering, visualization, connectivity matrix, network, brain network, matrix, de-identified, male, female, apoe, child, adult |
is used by: NIF Data Federation is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: MGH-USC Human Connectome Project |
Normal, Lesioned, Attention deficit-hyperactivity disorder, Autism Spectrum Disorder, Obsessive-Compulsive Disorder, BDD, APOE 4/4, APOE 3/4, APOE 3/3, Alzheimer's disease | NRSA ; NIH Blueprint for Neuroscience Research ; NIA F31AG035438-01; NIDA HHSN271200800035C |
PMID:23226127 PMID:20850551 |
The community can contribute to this resource, Some features require an account | nlx_83091 | http://www.nitrc.org/projects/umcd | http://jessebrown.webfactional.com/welcome/default/index | SCR_012809 | UCLA Connectivity Database, UCLA Multimodal Connectivity Database: Web-based brain network analysis and data sharing, UCLA Multimodal Connectivity Database | 2026-08-03 09:35:15 | 25 | ||
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Mean Machine Resource Report Resource Website |
Mean Machine (RRID:SCR_013103) | Mean Machine | software resource, data processing software, software application, data analysis software | This software can be used to analyze EEG data either using a graphical interface (GUI) or using Matlab scripts, which make use of the functions provided by the MeanMachine. As compared to other libraries, MeanMachine can handle even very large data sets like, for example, 256 channels recorded at 2KHz. | eeg, meg, electrocorticography, matlab | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | GNU General Public License v2 | nlx_155808 | http://www.nitrc.org/projects/incf_mean-machi | SCR_013103 | 2026-08-03 09:35:08 | 0 | |||||||
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LiverSegm Resource Report Resource Website |
LiverSegm (RRID:SCR_013108) | LiverSegm | image processing software, software application, data processing software, segmentation software, image analysis software, software resource | Software tools for the processing of liver images. These tools consist of a level set based variational approach that incorporates shape priors and appearance models. It uses ITK-SNAP 1.4 as interface. The tools are capable of automatic liver segmentation and semi-automatic injury segmentation. | liver segmentation, image processing software, injury segmentation |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: ITK-SNAP |
Free | nlx_155788 | https://zenodo.org/records/20089269 | SCR_013108 | 2026-08-03 09:35:09 | 0 | |||||||
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Iterative dual-regression with sparse prior Resource Report Resource Website |
Iterative dual-regression with sparse prior (RRID:SCR_014128) | software resource, data processing software, software application, data analysis software | Software which aims to better estimate the neuronal activation of an individual using the results of an independent component analysis (ICA) method applied to a temporally concatenated group of functional magnetic resonance imaging (fMRI) data (i.e., Tc-GICA method). This approach employs iterative LS solutions to refine both the individual SPs and TCs with an additional a priori assumption of sparseness in the SPs (i.e., minimally overlapping SPs) based on L(1)-norm minimization. | data analysis software, neuronal activation, independent component analysis, ica, fmri |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Korea University; Seoul; South Korea |
PMID:22939873 | Available for download | SCR_014128 | 2026-08-03 09:35:30 | 0 | |||||||||
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Lightweight Data Pipeline Resource Report Resource Website |
Lightweight Data Pipeline (RRID:SCR_014135) | workflow software, software resource, software application, data processing software | A lightweight framework for setting up dependency-driven processing pipelines. The tool is essentially a configurable shell script (sh/bash), which can be included in other scripts and primarily provides a small number of utility functions for dependency checking and NFS-safe file locking for cluster processing. | workflow software, framework, processing pipeline, configurable shell script, cluster processing |
is used by: NCANDA: Data Integration Component is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) |
NIAAA U01 AA021697; NIBIB R01 EB008381 |
Available to the research community | SCR_014135 | 2026-08-03 09:35:36 | 0 |
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