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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
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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 | 2026-08-01 12:03:04 | 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 | 2026-08-01 12:03:15 | 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 | 2026-08-01 12:03:14 | 2 | |||||||
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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 | 2026-08-01 12:07:02 | 3 | ||||||||
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VPixx: VIEWPixx /3D Resource Report Resource Website 1+ mentions |
VPixx: VIEWPixx /3D (RRID:SCR_009646) | instrument resource | VIEWPixx /3D (VPixx Technologies) is a 1920x1080 resolution, 120 Hz, calibrated research-grade LCD monitor. It is designed for stereoscopic (3D) stimulus presentation and other high-dynamic vision-science paradigms where deterministic timing and synchronized I/O are critical. It pairs fast-response industrial TN LCD glass with a custom VPixx panel/video controller and a scanning direct-RGB LED backlight engineered to reduce motion artifacts/ghosting/crosstalk, and to improve spatial uniformity, while bypassing consumer “enhancement” processing for predictable experimental output. For stereoscopic workflows, VIEWPixx /3D supports 120 Hz frame-sequential 3D (60 Hz/eye) when used with 3DPixx active shutter glasses (RF emitter + glasses kit), and it can provide a dual-link DVI console output to mirror the participant's view without adding GPU load. The system is also a synchronized display + acquisition toolbox: integrated button-box interface, 24-channel TTL triggers, stereo audio I/O, and a full analog I/O subsystem are implemented on the same board as video control to enable microsecond-precision synchronization to video refresh—useful for EEG triggers, reaction-time tasks, and other timing-sensitive paradigms.In terms of bit depth, the VIEWPixx /3D is native 8 bits per colour, with support fot 10-bit resolution per RGB channel via custom video modes. | domain independent, experiment control, hardware, physiological recording, physiological stimulation, response monitoring, stimulus presentation, vision, visual stimulus | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | nlx_155973 | http://www.nitrc.org/projects/replacement_crt | http://www.vpixx.com/products/visual-stimulus-displays/viewpixx-3D.html | SCR_009646 | VIEWPixx / 3D, VIEWPixx/3D | 2026-08-01 12:11:50 | 1 | |||||||
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Mesh-based Monte Carlo (MMC) Resource Report Resource Website |
Mesh-based Monte Carlo (MMC) (RRID:SCR_006950) | MMC | software resource, software application | A Monte Carlo (MC) solver for photon migration in 3D turbid media. Different from existing MC software designed for layered (such as MCML) or voxel-based media (such as MMC or tMCimg), MMC can represent a complex domain using a tetrahedral mesh. This not only greatly improves the accuracy of the solutions when modeling objects with smooth/complex boundaries, but also gives an efficient way to sample the problem domain to use less memory. The current version of MMC support multi-threaded programming and can give a almost proportional speed-up when using multiple CPU cores. | c, console (text based), modeling, monte carlo, optical imaging, posix/unix-like |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: SourceForge |
GNU General Public License | nlx_155810 | http://www.nitrc.org/projects/mmc | SCR_006950 | Mesh-based Monte Carlo | 2026-08-01 12:10:52 | 0 | ||||||
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E-Prime Resource Report Resource Website 100+ mentions |
E-Prime (RRID:SCR_009567) | E-Prime | software resource, software application | A suite of applications to fulfill all of your computerized experiment needs. Used by more than 15,000 professionals in the research community, E-Prime provides a truly easy-to-use environment for computerized experiment design, data collection, and analysis. E-Prime provides millisecond precision timing to ensure the accuracy of your data. E-Prime's flexibility to create simple to complex experiments is ideal for both novice and advanced users. The E-Prime suite of applications includes: * E-Studio ? Drag and drop graphical interface for experiment design * E-Basic ? Underlying scripting language of E-Prime * E-Run ? Once the experiment is generated with a single click, E-Run affords you the millisecond precision of stimulus presentation, synchronizations, and data collection. * E-Merge ? Merges your single session data files for group analysis * E-DataAid ? Data management utility * E-Recovery ? Recovers data files | experimental control, microsoft, magnetic resonance, visual basic, win32 (ms windows), windows, windows vista, windows xp |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: SoftCite |
nlx_155747 | http://www.nitrc.org/projects/eprime | SCR_009567 | E-Prime 2.0 | 2026-08-01 12:11:01 | 162 | |||||||
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DWI/DTI Quality Control Tool: DTIPrep Resource Report Resource Website 1+ mentions |
DWI/DTI Quality Control Tool: DTIPrep (RRID:SCR_009562) | DTIPrep | software resource, software application | DTIPrep performs a Study-specific Protocol based automatic pipeline for DWI/DTI quality control and preparation. This is both a GUI and command line tool. The configurable pipeline includes image/diffusion information check, padding/Cropping of data, slice-wise, interlace-wise and gradient-wise intensity and motion check, head motion and Eddy current artifact correction, and DTI computing. | c++, linux, microsoft, magnetic resonance, nrrd, posix/unix-like, win32 (ms windows), windows, windows xp, dti | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | BSD License | nlx_155742 | http://www.nitrc.org/projects/dtiprep | SCR_009562 | 2026-08-01 12:10:51 | 2 | |||||||
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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 | 2026-08-01 12:11:00 | 61 | |||||||
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Mach2dat Resource Report Resource Website 10+ mentions |
Mach2dat (RRID:SCR_009599) | software resource, software application | Software that performs logistic regression, using imputed SNP dosage data and adjusting for covariates. | genetic association, genomic analysis, imaging genomics, snp, gene, imputation |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: MACH 1.0 has parent organization: University of Michigan; Ann Arbor; USA |
PMID:21058334 PMID:19715440 |
Free, Non-commercial, Acknowledgement requested | nlx_155801 | http://www.nitrc.org/projects/mach2dat | SCR_009599 | Mach2dat: Association with MACH output | 2026-08-01 12:10:52 | 40 | ||||||
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FiberViewerLight Resource Report Resource Website 1+ mentions |
FiberViewerLight (RRID:SCR_009476) | FiberViewerLight | software resource, software application | Light version of the existing tool Fiber Viewer. It includes every clustering methods of Fiber Viewer such as : Lenght, Gravity, Hausdorff, and Mean methods but also a Normalized Cut algorithm. As in the full version you can also display a plane on the fiber. This tool works faster than the full version due to simplified visualizations. | c++, linux, microsoft, magnetic resonance, posix/unix-like | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | BSD License | nlx_155623 | SCR_009476 | 2026-08-01 12:11:01 | 5 | ||||||||
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MaCH-Admix Resource Report Resource Website 10+ mentions |
MaCH-Admix (RRID:SCR_009598) | software resource, software application | A genotype imputation software that is an extension to MaCH for faster and more flexible imputaiton, especially in admixed populations. It has incorporated a novel piecewise reference selection method to create reference panels tailored for target individual(s). This reference selection method generates better imputation quality in shorter running time. MaCH-Admix also separates model parameter estimation from imputation. The separation allows users to perform imputation with standard reference panels + pre-calibrated parameters in a data independent fashion. Alternatively, if one works with study-specific reference panels, or isolated target population, one has the option to simultaneously estimate these model parameters while performing imputation. MaCH-Admix has included many other useful options and supports VCF input files. All existing MaCH documentation applies to MaCH-Admix. | genomic analysis, imaging genomics, imputation, snp, gene, bio.tools |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Debian is listed by: bio.tools has parent organization: University of North Carolina at Chapel Hill; North Carolina; USA |
PMID:23074066 | Free, Non-commercial, Acknowledgement requested | nlx_155800, biotools:mach-admix | http://www.nitrc.org/projects/mach-admix, https://bio.tools/mach-admix | SCR_009598 | MaCH-Admix: Genotype Imputation Software | 2026-08-01 12:11:00 | 18 | ||||||
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Fiber-tracking based on Finsler distance Resource Report Resource Website 1+ mentions |
Fiber-tracking based on Finsler distance (RRID:SCR_009475) | Fiber-tracking based on Finsler distance | software resource, software application | Software provided as a sub-project in the Finsler-tractography module: http://www.nitrc.org/projects/finslertract | diffusion mr fiber tracking, fiber tracking, magnetic resonance, tractography |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Finsler tractography module for Slicer |
3D Slicer License | nlx_155622 | SCR_009475 | 2026-08-01 12:10:59 | 1 | ||||||||
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False Discovery Rate Weighted Resource Report Resource Website 1+ mentions |
False Discovery Rate Weighted (RRID:SCR_009473) | False Discovery Rate Weighted | software resource, software application | Simple and efficient, this application performs the Weighted False Discovery Rate procedure of Benjamini and Hochberg (1997) to correct for multiple testing. The good think is that you can test virtually any number of p-values (even millions) obtained with any test-statistics for any data set. The bonus is that you can assign a-priori weights to give a better chance to those variables that you deem important. In practice, this procedure is powerful only with a relatively small number of p-values. | magnetic resonance | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | nlx_155620 | SCR_009473 | 2026-08-01 12:11:01 | 1 | |||||||||
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LDDMM Resource Report Resource Website 10+ mentions |
LDDMM (RRID:SCR_009590) | LDDMM | software resource, software application | Software application which aims to assign metric distances on the space of anatomical images in Computational Anatomy thereby allowing for the direct comparison and quantization of morphometric changes in shapes. As part of these efforts the Center for Imaging Science at Johns Hopkins University developed techniques to not only compare images, but also to visualize the changes and differences. For additional information please refer to: Faisal Beg, Michael Miller, Alain Trouve, and Laurent Younes. Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms. International Journal of Computer Vision, Volume 61, Issue 2; February 2005. M.I. Miller and A. Trouve and L. Younes, On the Metrics and Euler-Lagrange Equations of Computational Anatomy, Annual Review of biomedical Engineering, 4:375-405, 2002. Software developed with support from National Institutes of Health NCRR grant P41 RR15241. | analyze, c++, console (text based), linux, microsoft, magnetic resonance, posix/unix-like, shape analysis, win32 (ms windows), windows |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Johns Hopkins University; Maryland; USA |
nlx_155780 | http://www.nitrc.org/projects/lddmm-volume | SCR_009590 | Large Deformation Diffeomorphic Metric Mapping | 2026-08-01 12:10:51 | 30 | |||||||
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BrainGraph Editor Resource Report Resource Website 1+ mentions |
BrainGraph Editor (RRID:SCR_009536) | BrainGraph Editor | software resource, software application | A JAVA application designed to create taxonomies or hierarchies in order to classify and organize information. | gnome, information resource, information specification, java, kde, ontology, os independent, visualization, win32 (ms windows), taxonomy, hierarchy, classify, organize |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Laboratory of Neuro Imaging |
BIRN License, LONI Software License | nlx_155713 | http://www.nitrc.org/projects/braingrpheditor | SCR_009536 | 2026-08-01 12:11:00 | 3 | |||||||
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ANNOVAR Resource Report Resource Website 5000+ mentions |
ANNOVAR (RRID:SCR_012821) | ANNOVAR | software resource, software application | An efficient software tool to utilize update-to-date information to functionally annotate genetic variants detected from diverse genomes (including human genome hg18, hg19, as well as mouse, worm, fly, yeast and many others). Given a list of variants with chromosome, start position, end position, reference nucleotide and observed nucleotides, ANNOVAR can perform: 1. gene-based annotation. 2. region-based annotation. 3. filter-based annotation. 4. other functionalities. (entry from Genetic Analysis Software) | genomic analysis, imaging genomics, next generation sequencing, snp, gene, bio.tools |
is listed by: OMICtools is listed by: Genetic Analysis Software is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Debian is listed by: bio.tools is listed by: SoftCite is related to: wANNOVAR has parent organization: OpenBioinformatics.org |
PMID:20601685 | Free | nlx_154225, biotools:annovar, OMICS_00165 | https://bio.tools/annovar, https://bio.tools/annovar | SCR_012821 | functional ANNOtation of genetic VARiants, ANNOVAR: Functional annotation of genetic variants | 2026-08-01 12:11:02 | 5946 | |||||
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Solar Eclipse Imaging Genetics tools Resource Report Resource Website 10+ mentions |
Solar Eclipse Imaging Genetics tools (RRID:SCR_009645) | Solar Eclipse Imaging Genetics tools | software resource, software application | Software tools optimized for performing univariate and multivariate imaging genetics analyses while providing practical correction strategies for multiple testing. The goal of this project is to merge two important research directions in modern science, genetics and neuroimaging. This entails combining modern statistical genetic methods and quantitative phenotyping performed with high dimensional neuroimaging modalities. So far, however, standard imaging tools are unable to deal with large-scale genetics data, and standard genetics tools, in turn, are unable to accommodate large size and binary format of the image data. Their focus is to create imaging genetics tools for classical genetic and epigenetic epidemiological analyses such as heritability, pleiotropy, quantitative trait loci (QTL) and genome-wide association (GWAS), gene expression, and methylation analyses optimized for traits derived from structural and functional brain imaging data | c++, genetic association, genomic analysis, gifti, imaging genomics, linux, loni pipeline, macos, microsoft, nifti, posix/unix-like, snp, gene, windows, windows xp, genetics, neuroimaging, heritability, pleiotropy, quantitative trait loci, genome-wide association, gene expression, methylation, trait, structural neuroimaging, functionalneuroimaging, brain imaging | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Free, Non-commercial, Open Software License, v3, Http://www.nitrc.org/include/glossary.php#552 | nlx_155966 | SCR_009645 | 2026-08-01 12:10:52 | 14 | ||||||||
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GenGen Resource Report Resource Website 10+ mentions |
GenGen (RRID:SCR_013447) | GenGen | software resource, software application | A suite of free software tools to facilitate the analysis of high-throughput genomics data sets. The package is currently a work-in-progress and infrequently updated. | genomic analysis, imaging genomics, pathway, network, snp, gene, genetics, genomics |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: OpenBioinformatics.org |
Free | nlx_155766 | http://www.nitrc.org/projects/gengen | SCR_013447 | GenGen: Genetic Genomics Analysis of Complex Data | 2026-08-01 12:11:04 | 25 | ||||||
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MDR Resource Report Resource Website 10+ mentions |
MDR (RRID:SCR_013427) | MDR | software resource, software application | Software application that is a data mining strategy for detecting and characterizing nonlinear interactions among discrete attributes (e.g. SNPs, smoking, gender, etc.) that are predictive of a discrete outcome (e.g. case-control status). The MDR software combines attribute selection, attribute construction and classification with cross-validation to provide a powerful approach to modeling interactions. (entry from Genetic Analysis Software) | gene, genetic, genomic |
is listed by: Genetic Analysis Software is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) |
nlx_154096 | http://www.nitrc.org/projects/mdr | SCR_013427 | Multifactor Dimensionality Reduction | 2026-08-01 12:10:54 | 38 |
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