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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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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 application, software resource | 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 | 2026-07-26 09:04:51 | 1 | ||||||||
|
False Discovery Rate Weighted Resource Report Resource Website 1+ mentions |
False Discovery Rate Weighted (RRID:SCR_009473) | False Discovery Rate Weighted | software application, software resource | 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 | 2026-07-26 09:04:51 | 1 | |||||||||
|
LDDMM Resource Report Resource Website 10+ mentions |
LDDMM (RRID:SCR_009590) | LDDMM | software application, software resource | 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 | 2026-07-26 09:04:53 | 30 | |||||||
|
Brain Decoder Toolbox Resource Report Resource Website 1+ mentions |
Brain Decoder Toolbox (RRID:SCR_013150) | BDTB | software application, software resource | Software that performs ?decoding? of brain activity, by learning the difference between brain activity patterns among conditions and then classifying the brain activity based on the learning results. BDTB is a set of Matlab functions. BDTB is OS-independent. | analyze, japanese, linux, macos, matlab, microsoft, magnetic resonance, posix/unix-like, windows |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: ATR; Kyoto; Japan |
PMID:15852014 | GNU General Public Licence | nlx_155709 | http://www.nitrc.org/projects/bdtb | SCR_013150 | BrainDecoderToolbox | 2026-07-26 09:05:50 | 2 | |||||
|
BrainGraph Editor Resource Report Resource Website 1+ mentions |
BrainGraph Editor (RRID:SCR_009536) | BrainGraph Editor | software application, software resource | 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 | 2026-07-26 09:04:52 | 3 | |||||||
|
ANNOVAR Resource Report Resource Website 5000+ mentions |
ANNOVAR (RRID:SCR_012821) | ANNOVAR | software application, software resource | 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 | 2026-07-26 09:05:48 | 5946 | |||||
|
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 application, software resource | 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 | 2026-07-26 09:05:08 | 14 | ||||||||
|
GenGen Resource Report Resource Website 10+ mentions |
GenGen (RRID:SCR_013447) | GenGen | software application, software resource | 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 | 2026-07-26 09:05:53 | 25 | ||||||
|
BrainBox Resource Report Resource Website 10+ mentions |
BrainBox (RRID:SCR_014750) | software application, software resource | Web application which allows users to visualise and collaboratively segment and annotate any brain MRI dataset available online via URL. A list of brains are available for use on the main site. Segmentations are automatically saved and can be downloaded as Nifti files or triangular meshes. Users can point BrainBox to their own Nifti data, or try data catalogues created by the community. | web application, data visualization software, mri, dataset, visualization, segment, nifti, collaboration |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) works with: MetaSearch is hosted by: Open Neuroimaging Laboratory is hosted by: GitHub |
Public | https://www.nitrc.org/projects/brainbox | SCR_014750 | 2026-07-26 09:06:16 | 11 | |||||||||
|
MDR Resource Report Resource Website 10+ mentions |
MDR (RRID:SCR_013427) | MDR | software application, software resource | 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 | 2026-07-26 09:05:52 | 38 | |||||||
|
Striatal Subregional VOImap Resource Report Resource Website |
Striatal Subregional VOImap (RRID:SCR_014173) | atlas, data or information resource | An atlas intended to provide accurate data in terms of specific uptake location to make the BP quantitation. The VOIs were manually drawn with software Analyze 9.0 (Mayo Clinic) in 18F-DOPA brain image after spatial normalization with a 18F-DOPA Template. Each striatum was divided into 6 sub-regions: ventral caudate, anterior dorsal caudate, posterior dorsal caudate, ventral putamen, anterior dorsal putamen and posterior dorsal putamen. | atlas, map, bp quantitation, striatum, uptake location | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Available to the research community, Free, Acknowledgement requested | SCR_014173 | 2026-07-26 09:05:59 | 0 | ||||||||||
|
Brain Coactivation Map Resource Report Resource Website |
Brain Coactivation Map (RRID:SCR_014172) | atlas, data or information resource | The Brain Coactivation Map describes all the coactivation networks in the human brain based on the meta-analysis of more than 5,400 neuroimaging articles (from NeuroSynth) containing more than 16,000 individual experiments. The map can be browsed interactively (CoactivationMap.app on GitHub) or queried from a shell using a command line tool (cmtool on GitHub). | atlas, map, coactivation network, human brain, interactive, command line |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Pasteur Institute |
Available to the research community | https://github.com/r03ert0/CoactivationMap.app, https://github.com/r03ert0/cmtool | SCR_014172 | 2026-07-26 09:06:03 | 0 | |||||||||
|
dinifti Resource Report Resource Website 1+ mentions |
dinifti (RRID:SCR_000303) | dinifti | software application, software resource | THIS RESOURCE IS NO LONGER IN SERVICE. Documented on July 31,2025. Software which converts DICOM images to NIfTI format. | analyze, console (text based), dicom, format conversion, freebsd, linux, magnetic resonance, nifti, posix/unix-like |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Debian has parent organization: New York University; New York; USA |
THIS RESOURCE IS NO LONGER IN SERVICE | nlx_155843 | http://www.nitrc.org/projects/dinifti, http://cbi.nyu.edu/software/dinifti.php, https://sources.debian.org/src/dicomnifti/ | SCR_000303 | NYU CBI DICOM to NIfTI Converter | 2026-07-26 09:02:45 | 2 | ||||||
|
ShapeWorks Resource Report Resource Website 1+ mentions |
ShapeWorks (RRID:SCR_000424) | ShapeWorks | software application, software resource | THIS RESOURCE IS NO LONGER IN SERVICE.Documented on September 2, 2022. Software that is an open-source distribution of a new method for constructing compact statistical point-based models of ensembles of similar shapes that does not rely on any specific surface parameterization. The method requires very little preprocessing or parameter tuning, and is applicable to a wide range of shape analysis problems, including nonmanifold surfaces and objects of arbitrary topology. The proposed correspondence point optimization uses an entropy-based minimization that balances the simplicity of the model (compactness) with the accuracy of the surface representations. The ShapeWorks software includes tools for preprocessing data, computing point-based shape models, and visualizing the results. | c++, console (text based), linux, macos, microsoft, magnetic resonance, posix/unix-like, rendering, shape analysis, surface rendering, visualization, win32 (ms windows), windows, workflow |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of Utah; Utah; USA |
NCRR 5P41RR012553-15; NIGMS 8 P41 GM103545-15 |
THIS RESOURCE IS NO LONGER IN SERVICE | nlx_155961 | http://www.nitrc.org/projects/shapeworks | SCR_000424 | 2026-07-26 09:02:47 | 1 | ||||||
|
RFT FDR Resource Report Resource Website |
RFT FDR (RRID:SCR_002533) | RFT_FDR | software application, software resource | So far there is a lack for Random Field Theory (RFT) -based multiple comparison correction for surfaces generated in Freesurfer software package. This set of Matlab-based functions can be used for that purpose. They are based on Worsley?s SurfStat toolbox. You also need to have installed Freesurfer software package and included the Freesurfer?s matlab subdirectory in the Matlab?s search path. In addition, this tool implements the RFT-FDR hierarchical correction that can be used for optimizing the amount of smoothing in cortical thickness analyses (Neuroimage 52, 158-171). | console (text based), gnome, kde, matlab, mgh/mgz, modeling, magnetic resonance, os independent, rendering, statistical operation, surface analysis, surface rendering, thickness, visualization, random field theory |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: FreeSurfer |
Free, Available for download, Freely available | nlx_155938 | SCR_002533 | RFT-FDR, RFT FDR | 2026-07-26 09:03:16 | 0 | |||||||
|
NIRx2nirs: A NIRx to .nirs data converter Resource Report Resource Website 1+ mentions |
NIRx2nirs: A NIRx to .nirs data converter (RRID:SCR_002492) | NIRx2nirs | software application, software resource | A matlab script which takes near-infrared spectroscopy data recorded by NIRx system(s) and converts it to a .nirs file format for use with the HOMER2 NIRS processing pacakge. | hardware, nirs, fnir, optical imaging, optical imaging, physiological recording |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: Homer2 |
Free, Available for download, Freely available | nlx_155887 | SCR_002492 | 2026-07-26 09:03:15 | 1 | ||||||||
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MBF BioScience: Stereo Investigator Resource Report Resource Website 100+ mentions |
MBF BioScience: Stereo Investigator (RRID:SCR_002526) | software resource, instrument resource | Stereo Investigator system includes microscope, computer, and Stereo Investigator software. Software works with Brightfield, Multi-Channel Fluorescence, Confocal, and Structured Illumination Microscopes. System used to provide estimates of number, length, area, and volume of cells or biological structures in tissue specimen in areas of neuroscience including neurodegenerative diseases, neuropathy, memory, and behavior, pulmonary research, spinal cord research, and toxicology. | stereology, MBF Bioscience, number, length, area, volume cells, biological structures, tissue specimen |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: SoftCite |
Restricted | SciRes_000114, SCR_024705, SCR_018948 | http://www.nitrc.org/projects/si_stereology | SCR_002526 | Stereo Investigator system | 2026-07-26 09:03:16 | 145 | |||||||
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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 | 2026-07-26 09:03:16 | 2 | ||||||
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cortex Resource Report Resource Website 100+ mentions |
cortex (RRID:SCR_002467) | cortex | software application, software resource | Software package with functions that will help researchers plan how many subjects per group need to be included in an MRI-based cortical thickness study to ensure a thickness difference is detected. The package requires cortical thickness mapping and co-registration to be carried out using Freesurfer. The power analyses are implemented in the R software package., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025. | clinical neuroinformatics, mgh/mgz, magnetic resonance, r, surface analysis, thickness, mri, cortical thickness, morphometry, neuroimaging, power analysis, study design, bio.tools |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: bio.tools is listed by: Debian has parent organization: Brain Research Institute |
PMID:22807270 | THIS RESOURCE IS NO LONGER IN SERVICE | nlx_155842, biotools:cortex | http://brain.org.au/software/cortex/power, http://www.nitrc.org/projects/cortex, https://bio.tools/cortex | SCR_002467 | Sample Size Estimates for Well-Powered Cross-Sectional Cortical Thickness Studies | 2026-07-26 09:03:14 | 374 | |||||
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shapeAnalysisMANCOVA - SPHARM tools Resource Report Resource Website |
shapeAnalysisMANCOVA - SPHARM tools (RRID:SCR_002578) | shapeAnalysisMANCOVA | software application, software resource | shapeAnalysisMANCOVA offers statistical shape analysis based on a parametric boundary description (SPHARM) as the point-based model computing method. The point-based models will be analyzed with the methods here proposed using multivariate analysis of covariance (MANCOVA). Here, the number of variates being tested is the dimensionality of our observations. Each point of these observations is a three dimensional displacement vector from the mean. The number of contrasts is the number of equations involved in the null-hypothesis. In order to encompass varying numbers of variates and contrasts, and to account for independent variables, a matrix computation is performed. This matrix represents the multidimensional aspects of the correlation significance and it can be transformed into a scalar measure by manipulation of its eigenvalues. Details of the methods can be found in its Insight Journal publication: http://hdl.handle.net/10380/3124 | c++, console (text based), macos, magnetic resonance, posix/unix-like, shape analysis, shape decomposition, spherical harmonics, statistical operation, surface analysis |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of North Carolina at Chapel Hill; North Carolina; USA |
Free, Available for download, Freely available | nlx_155980 | SCR_002578 | 2026-07-26 09:03:16 | 0 |
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