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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
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Corpus Callosum Thickness Profile Analysis Pipeline Resource Report Resource Website |
Corpus Callosum Thickness Profile Analysis Pipeline (RRID:SCR_003575) | ccsegthickness | software resource | An end-to-end pipeline for corpus callosum processing that provides automated midsagittal alignment, CC segmentation with a quality control tool, and thickness profile generation. Groupwise analysis is facilitated by permutation testing with FWER and FDR multiple comparison correction. Results display is facilitated by a display script that shows p-values on a 3D pipe representation of a CC. This pipeline is implemented in MATLAB and requires the Image Processing Toolbox. There are plans to implement it completely in Python. | linux, matlab, mr, nifti-1, posix/unix-like, corpus callosum | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | PMID:24968872 | GNU General Public License | nlx_157716 | SCR_003575 | 2026-07-25 12:05:40 | 0 | |||||||
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CIGAL Resource Report Resource Website 1+ mentions |
CIGAL (RRID:SCR_002232) | CIGAL | software resource | Software program that provides accurate real-time stimulus control, behavioral and physiological recording, and synchronization with external devices. It can also provide continuous real-time feedback of task performance and physiological responses. Task programming typically involves a simple text file specifying basic parameter settings (e.g. screen color) and a list of stimulus events, which can include images, animated movies, sound files, text stimuli, video graphics, or commands that communicate with external hardware devices. Multiple video and auditory stimuli can be presented simultaneously. Multi-channel response recording and real-time feedback features require no user programming. Advanced users can add customized stimulus events using CIGAL's real-time programming capabilities. Output files can be automatically created in a variety of output formats (e.g. FSL 3-column files, XML Events files, CSV trial tables). | magnetic resonance, stimulus control, behavioral recording, physiological recording |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Duke University; North Carolina; USA |
Free, Available for download, Freely available | nlx_155528 | http://www.nitrc.org/projects/cigal | http://fourier.biac.duke.edu/wiki/doku.php/jvs:cigal | SCR_002232 | Compilable Imaging Graphics and Analytical Language | 2026-07-25 12:05:19 | 6 | |||||
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4D Atlases Construction Resource Report Resource Website 1+ mentions |
4D Atlases Construction (RRID:SCR_002227) | software resource | Software package for constructing longitudinal atlases, which are the necessary steps for many brain-related applications. | magnetic resonance, altas, brain, software package |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of North Carolina at Chapel Hill School of Medicine; North Carolina; USA |
PMID:34891818 PMID:31115143 |
Free, Available for download, Freely available | nlx_155688 | http://www.nitrc.org/projects/atlas4d | http://www.med.unc.edu/bric/ideagroup/free-softwares/4d-atlases-construction | SCR_002227 | 4D Atlas Construction Toolbox, 4D Atlas Construction | 2026-07-25 12:05:18 | 1 | |||||
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Multi-Modal MRI Reproducibility Resource Resource Report Resource Website 10+ mentions |
Multi-Modal MRI Reproducibility Resource (RRID:SCR_002442) | Multi-Modal MRI Reproducibility Resource | image collection, data or information resource | Scan-rescan imaging sessions on 21 healthy volunteers (no history of neurological disease) intended to be a resource for statisticians and imaging scientists to be able to quantify the reproducibility of their imaging methods using data available from a generic 1 hour session at 3T. Imaging modalities include MPRAGE, FLAIR, DTI, resting state fMRI, B0 and B1 field maps, ASL, VASO, quantitative T1 mapping, quantitative T2 mapping, and magnetization transfer imaging. All data have been converted to NIFTI format. Please cite: Bennett. A. Landman, Alan J. Huang, Aliya Gifford, Deepti S. Vikram, Issel Anne L. Lim, Jonathan A.D. Farrell, John A. Bogovic, Jun Hua, Min Chen, Samson Jarso, Seth A. Smith, Suresh Joel, Susumu Mori, James J. Pekar, Peter B. Barker, Jerry L. Prince, and Peter C.M. van Zijl. ?Multi-Parametric Neuroimaging Reproducibility: A 3T Resource Study?, NeuroImage. (2010) NIHMS/PMC:252138 doi:10.1016/j.neuroimage.2010.11.047 | java image science toolkit, magnetic resonance, nifti, neuroimaging, reproducibility, mprage, flair, dti, resting state fmri, b0 field map, b1 field map, asl, vaso, quantitative t1 mapping, quantitative t2 mapping, magnetization transfer imaging |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: JIST: Java Image Science Toolkit |
Healthy | PMID:21094686 | Free, Available for download, Freely available | nlx_155818 | SCR_002442 | 2026-07-25 12:05:26 | 11 | ||||||
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Multicomponent T2 estimation with stimulated echo correction Resource Report Resource Website |
Multicomponent T2 estimation with stimulated echo correction (RRID:SCR_002446) | Multicomponent T2 estimation with stimulated echo correction | software resource | Software tool designed to assist users in the estimation of multiple relaxation components from MRI T2 weighted spin-echo data such as that produced by a Carr-Purcell-Meiboom-Gill (CPMG) sequence. This problem is important to study myelin content in white matter diseases such as multiple sclerosis. Stimulated echoes arising from non-ideal flip angles are accounted for using the Extended Phase Graph (EPG) algorithm. The distribution is modelled as a small number of discrete components and a Bayesian estimation algorithm is provided to determine the weights and locations of the components as well as the actual flip angle. This algorithm outperforms iterative gradient descent based approaches. | algorithm, matlab, magnetic resonance, mri | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | PMID:23629849 | Free, Available for download, Freely available | nlx_155820 | SCR_002446 | 2026-07-25 12:05:27 | 0 | |||||||
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COGNISION Resource Report Resource Website 1+ mentions |
COGNISION (RRID:SCR_002362) | COGNISION | software resource | A portable, highly integrated, internet-enabled, hardware / software platform and patient management system, which includes an online Patient Manager module which complies with the HIPAA Final Security Rule, an event-related potential (ERP) Viewer module to view and analyze raw and average ERP waves, and a Protocol Editor module to simplify the choice and administration of selected ERP protocols. It is also easy to train and administer with non-specialized personnel, and is designed to be used in an out-patient setting. COGNISION TM with auditory or visual event-related potential (ERP) technology, provides a direct physiologic measure of patients' cognitive processing (i.e., a cognitive biomarker). | eeg, eeg, meg, electrocorticography, event-related potentials, hardware, physiological recording, instrument, equipment | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Commercial License | nlx_155724 | http://www.nitrc.org/projects/neuronetrix | SCR_002362 | COGNISION (TM) System | 2026-07-25 12:05:21 | 2 | ||||||
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NiBabel Resource Report Resource Website 100+ mentions |
NiBabel (RRID:SCR_002498) | NiBabel | software resource | A Python package for reading and writing a variety of medical and neuroimaging file formats. This includes: ANALYZE (plain, SPM99, SPM2), NIfTI1, as well as MINC. NiBabel is the successor of PyNIfTI. | magnetic resonance, python, neuroimaging |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: PyNIfTI is related to: MNE software has parent organization: Neuroimaging in Python |
Free, Available for download, Freely available | nlx_155896 | http://www.nitrc.org/projects/nibabel | SCR_002498 | NIPY File IO | 2026-07-25 12:05:23 | 122 | ||||||
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Pythagorean Displacement and Motion Regressors Resource Report Resource Website 1+ mentions |
Pythagorean Displacement and Motion Regressors (RRID:SCR_002525) | Pythagorean Displacement and Motion Regressors | software resource | Matlab script that uses the Pythagorean Theorem to calculate head motion and position, while preserving degrees of freedom. The motion parameters output by SPM (rp*.txt) estimate head position relative to the first volume in 3D translation and 3D rotation, which are often entered as a nuisance regressor during individual-level statistics. Regressing the total displacement and relative position can potentially explain more variance in voxel-level BOLD signals that is related to head movement during an fMRI experiment. | algorithm, magnetic resonance, matlab, pythagorean theorem, head, motion, position, fmri | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Free, Available for download, Freely available | nlx_155931 | SCR_002525 | 2026-07-25 12:05:29 | 5 | ||||||||
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Signed Differential Mapping Resource Report Resource Website 100+ mentions |
Signed Differential Mapping (RRID:SCR_002554) | SDM | software resource | Statistical method and software for conducting image- and coordinate-based meta-analysis of neuroimaging studies investigating differences in brain activity (e.g. BOLD response in fMRI, metabolism in PET) or structure (e.g. gray matter volume in VBM, voxel-based or TBSS white matter fractional anisotropy in DTI, etcetera). | magnetic resonance, pet, spect, fmri, vbm, meta-analysis | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Free, Available for download, Freely available | nlx_155962 | http://www.nitrc.org/projects/sdm | SCR_002554 | 2026-07-25 12:05:25 | 150 | |||||||
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Triangle BioSystems Resource Report Resource Website 10+ mentions |
Triangle BioSystems (RRID:SCR_002603) | TBSI | commercial organization | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on January 14,2026. A biomedical device company focused on developing and manufacturing neural hardware solutions for application in medical research using animals when bio-monitoring, recording and stimulation functions are needed. * Neural Recording Equipment * Neural Stimulation Equipment * Data Acquisition Hardware and Software | computational neuroscience, eeg, eeg, meg, electrocorticography, hardware, other software resource, physiological recording, software | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | THIS RESOURCE IS NO LONGER IN SERVICE | nlx_156006 | http://www.nitrc.org/projects/tbsi | SCR_002603 | Triangle BioSystems International | 2026-07-25 12:05:30 | 11 | ||||||
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TetraMetrix Resource Report Resource Website 1+ mentions |
TetraMetrix (RRID:SCR_002601) | TetraMetrix | software resource | An open-source software project for distributed Tetrahedral Mesh Modeling and Analysis (TMMA) of multidimensional data. Tetrahedra are 3D, space filling, geometric objects that can be used to form representations and partitions of objects like volumes and shapes obtained from biomedical images (e.g., 3D MRI brain images). Tetrahedra are a natural extension of lines (1D) and surface triangulations (2D) which enable finite element analysis of irregular shapes, and permit a greater range of morphometric characterization of multidimensional objects. A beta version of the program is available for download. Please see the very brief instructions on the "Docs" tab on the left. | magnetic resonance, 3d, mri |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Laboratory of Neuro Imaging |
Free, Available for download, Freely available | nlx_156004 | SCR_002601 | 2026-07-25 12:05:25 | 1 | ||||||||
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PennCNV Resource Report Resource Website 100+ mentions |
PennCNV (RRID:SCR_002518) | PennCNV | software resource | A free software tool for Copy Number Variation (CNV) detection from SNP genotyping arrays. Currently it can handle signal intensity data from Illumina and Affymetrix arrays. With appropriate preparation of file format, it can also handle other types of SNP arrays and oligonucleotide arrays. PennCNV implements a hidden Markov model (HMM) that integrates multiple sources of information to infer CNV calls for individual genotyped samples. It differs form segmentation-based algorithm in that it considered SNP allelic ratio distribution as well as other factors, in addition to signal intensity alone. In addition, PennCNV can optionally utilize family information to generate family-based CNV calls by several different algorithms. Furthermore, PennCNV can generate CNV calls given a specific set of candidate CNV regions, through a validation-calling algorithm. | imaging genomics, copy number variation, snp, genotyping array, array, oligonucleotide, hidden markov model, genotype, genome |
is listed by: OMICtools is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: VegaMC is related to: OpenBioinformatics.org has parent organization: University of Pennsylvania; Philadelphia; USA |
NIMH MH604687 | PMID:17921354 | Free | OMICS_00729, nlx_155921 | http://www.openbioinformatics.org/penncnv/ |
http://www.neurogenome.org/cnv/penncnv | SCR_002518 | PennCNV: copy number variation detection | 2026-07-25 12:05:28 | 349 | |||
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Web Interfaces for Multiscale Images Resource Report Resource Website |
Web Interfaces for Multiscale Images (RRID:SCR_002589) | Web Interfaces for Multiscale Images | knowledge environment | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on January 13, 2026. Venue for discussing and defining standard web interfaces for sharing images, annotations, and analyses of multiscale biological images. The goal is to increase interoperability of code to share the burden of infrastructure, increase code reuse, and allow us to spend more time focused on scientific questions. Please visit our Wiki to start participating. Together we can develop a small group of interfaces which are easy to implement, extensible, and cover the major tasks of developing tools for multiscale data on the web. | magnetic resonance, interoperability, microscopy, standard specification, forum | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | THIS RESOURCE IS NO LONGER IN SERVICE | nlx_156020 | SCR_002589 | 2026-07-25 12:05:26 | 0 | ||||||||
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OEI: fMRI compatible olfactometer Resource Report Resource Website 1+ mentions |
OEI: fMRI compatible olfactometer (RRID:SCR_002507) | OEI fMRI compatible olfactometer | instrument resource | A computerized, odor delivery device that can be used for basic research applications including mapping olfactory centers, cognitive / learning research, neuro-marketing among other uses. Additional products including tests for odor threshold, odor identification, odor discrimination and odor memory. | experiment control, hardware, magnetic resonance, stimulus presentation, odor, olfactory, instrument, equipment | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Commercial License | https://raw.githubusercontent.com/SciCrunch/RRID-Instruments/main/PDF/SCR_002507.pdf | nlx_155907 | http://www.nitrc.org/projects/oei, http://www.osmicenterprises.com/docs/OsmicFMRIOlfactomterManual%207-1-13.pdf | SCR_002507 | 2026-07-25 12:05:24 | 4 | ||||||
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Faceted Search Based Ontology Visualizer Resource Report Resource Website |
Faceted Search Based Ontology Visualizer (RRID:SCR_000124) | ontologyviz | software resource | Software that allows user to do faceted search on an ontology and enables visualization of the search results on the 3D digital atlas. Currently supports faceted search of functional neuroanatomy. | computational neuroscience, magnetic resonance, ontology, functional neuroanatomy, facet, visualization | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Free, Freely available | nlx_155874 | SCR_000124 | 2026-07-25 12:04:36 | 0 | ||||||||
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Scribe Resource Report Resource Website |
Scribe (RRID:SCR_000423) | Scribe | software resource | Scribe encodes papers to populate the BrainMap Database | magnetic resonance, pet, spect |
is used by: brainmap.org is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) |
Free, Freely available | nlx_155958 | SCR_000423 | 2026-07-25 12:04:45 | 0 | ||||||||
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BASH4RfMRI Resource Report Resource Website |
BASH4RfMRI (RRID:SCR_005970) | software resource | THIS RESOURCE IS NO LONGER IN SERVICE, documented July 23, 2015. Of note: most functions have been integrated in 1000 Functional Connectomes Project (www.nitrc.org/projects/fcon_1000). This package is not updated, thus please visit 1000 Functional Connectomes Project site and download relevant bash scripts. BASH Scripts for a resting-state functional MRI study. The functions include seed-based correlation analysis, amplitude analysis and independent component analysis. Note: this tool is just a plug-in for FSL, AFNI and FreeSurfer. Thus, you need have them before you use BASH4RfMRI. | algorithm or reusable library, information theory, spectral analysis, correlation, multivariate analysis, platform or development environment, magnetic resonance |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: FSL is related to: Analysis of Functional NeuroImages is related to: FreeSurfer is related to: 1000 Functional Connectomes Project |
THIS RESOURCE IS NO LONGER IN SERVICE | nlx_151343 | SCR_005970 | BASH Scripts, bash-rs-fcmri | 2026-07-25 12:06:12 | 0 | ||||||||
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NiftySim Resource Report Resource Website 1+ mentions |
NiftySim (RRID:SCR_006591) | NiftySim | software resource | A high-performance nonlinear finite element solver. A key feature is the option of GPU-based execution, which allows the solver to significantly out-perform equivalent commercial packages. | pet, spect |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University College London; London; United Kingdom |
BSD License | nlx_155900 | http://www.nitrc.org/projects/niftysim | SCR_006591 | Nifty Sim | 2026-07-25 12:06:26 | 3 | ||||||
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Web Game for Collaborative Labeling Resource Report Resource Website 1+ mentions |
Web Game for Collaborative Labeling (RRID:SCR_006685) | Web Game for Collaborative Labeling | software resource | Web game that provides an innovative infrastructure for labeling to enable an alternative to expert raters for medical image labeling through statistical analysis of the collaborative efforts of many, minimally-trained raters. Statistical atlases of regional brain anatomy have proven to be extremely useful in characterizing the relationship between the structure and function of the human nervous system. Typically, an expert human rater manually examines each slice of a three-dimensional volume. This approach can be exceptionally time and resource intensive, so cost severely limits the clinical studies where subject-specific labeling is feasible. Methods for improved efficiency and reliability of manual labeling would be of immense benefit for clinical investigation into morphological correlates of brain function. | magnetic resonance, labeling, crowdsourcing | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | GNU Lesser General Public License | nlx_156019 | http://www.nitrc.org/projects/webmill | SCR_006685 | 2026-07-25 12:06:25 | 2 | |||||||
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POLGUI - Matlab Polhemus Interface Resource Report Resource Website 1+ mentions |
POLGUI - Matlab Polhemus Interface (RRID:SCR_006752) | POLGUI | software resource | An interface between MATLAB and the Polhemus Fastrak digitizer used to digitize fiducial locations and scalp EEG electrode locations. There are 5 versions all of which work under MATLAB R14 (on both linux and windows platforms), # polgui_ver1_r14 : works with 1 receiver (stylus pen) # polgui_ver2_r14 : works with 2 receivers (including the pen) # polgui_ver3_r14 : works with 3 receivers(including the pen) # polgui_ver4_r14 : works with 4 receivers (including the pen) # polgui_ver5_r14 : Generic version which works with 1/2/3/4 receivers (WARNING: Ver 5 might be buggy; not fully tested) Requirements: MATLAB R14 (Linux/Windows) | eeg, meg, electrocorticography, linux, matlab, microsoft, magnetic resonance, posix/unix-like, win32 (ms windows), windows |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: SourceForge |
BSD License | nlx_155915 | http://www.nitrc.org/projects/polgui | SCR_006752 | POLGUI - Matlab GUI for Polhemus Fastrak | 2026-07-25 12:06:30 | 4 |
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