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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
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Rodent Brain Extraction Tool Resource Report Resource Website |
Rodent Brain Extraction Tool (RRID:SCR_002538) | rBET | software application, image processing software, software resource, data processing software | A modified version of the Brain Extraction Tool (BET) that can process rodent brains. | magnetic resonance |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: FSL has parent organization: King's College London; London; United Kingdom |
Free, Available for download, Freely available | nlx_155945 | http://www.nitrc.org/projects/rbet | SCR_002538 | 2026-07-27 09:31:35 | 0 | |||||||
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TractoR: Tractography with R Resource Report Resource Website 10+ mentions |
TractoR: Tractography with R (RRID:SCR_002602) | TractoR | software application, data visualization software, software resource, data processing software | Software application that includes R packages for reading, writing and visualising magnetic resonance images stored in Analyze, NIfTI and DICOM file formats (DICOM support is read only). It also contains functions specifically designed for working with diffusion MRI and tractography, including a standard implementation of the neighbourhood tractography approach to white matter tract segmentation. A shell script is also provided to run experiments with TractoR without interacting with R. | analyze, atlas application, c, dicom, linux, macos, modeling, magnetic resonance, nifti, other unix-like, posix/unix-like, quantification, r, segmentation, sh, bash, statistical operation, tractography, unix shell, visualization, diffusion mri |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University College London; London; United Kingdom |
Free, Available for download, Freely available | nlx_156005 | http://www.nitrc.org/projects/tractor | SCR_002602 | Tractography with R | 2026-07-27 09:31:36 | 28 | ||||||
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MNI N3 Resource Report Resource Website 10+ mentions |
MNI N3 (RRID:SCR_002484) | N3 | software application, image processing software, software resource, data processing software | The perl script nu_correct implements a novel approach to correcting for intensity non-uniformity in MR data that achieves high performance without requiring supervision. By making relatively few assumptions about the data, the method can be applied at an early stage in an automated data analysis, before a tissue intensity or geometric model is available. Described as Non-parametric Non-uniform intensity Normalization (N3), the method is independent of pulse sequence and insensitive to pathological data that might otherwise violate model assumptions. To eliminate the dependence of the field estimate on anatomy, an iterative approach is employed to estimate both the multiplicative bias field and the distribution of the true tissue intensities. Preprocessing of MR data using N3 has been shown to substantially improve the accuracy of anatomical analysis techniques such as tissue classification and cortical surface extraction. | magnetic resonance, mri |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: McConnell Brain Imaging Center |
Free, Available for download, Freely available | nlx_155878 | http://www.nitrc.org/projects/nu_correct | SCR_002484 | MNI N3 Software Package, MNI_N3, Non-parametric Non-uniform intensity Normalization, N3 - MINC B0 nonuniformity correction, MNI_N3 Software Package | 2026-07-27 09:31:29 | 10 | ||||||
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PHYCAA+: adaptive physiological noise correction for BOLD fMRI Resource Report Resource Website 1+ mentions |
PHYCAA+: adaptive physiological noise correction for BOLD fMRI (RRID:SCR_002514) | PHYCAA+ | software application, image processing software, software resource, data processing software | Software algorithm that automatically estimates and removes physiological noise in BOLD fMRI data, including the effects of heartbeat and respiration. This algorithm (1) masks out high-variance CSF and vascular tracts that may otherwise confound analyses, and (2) regresses out noise timeseries in grey matter tissue, using an adaptive multivariate component decomposition (Canonical Autocorrelations Analysis). PHYCAA+ is an efficient, automated procedure that does NOT require external measures of physiology, nor does it require the user to manually identify noise components. Based on the peer-reviewed article: Churchill & Strother (2013). PHYCAA+: An Optimized, Adaptive Procedure for Measuring and Controlling Physiological Noise in BOLD fMRI. NeuroImage 82: 306-325 | algorithm, matlab, magnetic resonance, nifti, os independent, fmri, bold, bold fmri, multivariate, physiological noise |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of Toronto; Ontario; Canada |
PMID:23727534 | GNU Lesser General Public License | nlx_155913 | SCR_002514 | 2026-07-27 09:31:34 | 7 | |||||||
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Brian Simulator Resource Report Resource Website 10+ mentions |
Brian Simulator (RRID:SCR_002998) | Brian | software application, simulation software, software resource | Software Python package for simulating spiking neural networks. Useful for neuroscientific modelling at systems level, and for teaching computational neuroscience. Intuitive and efficient neural simulator. | simulation, spiking, neuron, brain, communication, modelling, computational neuroscience, python, spiking neuron, neural network |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Ecole Normale Superieure; Paris; France |
European Union ; French National Research Agency ; CNRS ; Ecole Normale Superieure; Paris; France |
DOI:10.7554/eLife.47314 DOI:10.3389/neuro.01.026.2009 DOI:10.7554/eLife.47314 |
Free, Available for download, Freely available | nif-0000-30223 | http://www.nitrc.org/projects/brian | SCR_002998 | Brian 2, Brian spiking neural network simulator, Brian2 | 2026-07-27 09:31:39 | 26 | ||||
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DbGaP Cleaner Resource Report Resource Website |
DbGaP Cleaner (RRID:SCR_009462) | software application, workflow software, software resource, data processing software | Tool to assist site staff with curation of data dictionary, data item, and subject item files for preparation to uploading and sharing data with DbGaP resource. | gpl-style open source, data, curation, dictionary, sharing, site, tool, workflow software |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: NCBI database of Genotypes and Phenotypes (dbGap) |
nlx_155609 | SCR_009462 | DbGaP_Cleaner | 2026-07-27 09:33:19 | 0 | |||||||||
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Brainsight Resource Report Resource Website 50+ mentions |
Brainsight (RRID:SCR_009539) | Brainsight | resource, software resource | Neuronavigation system for use in human cognitive neuroscience (TMS, EEG, NIRS) and for non-human neurosurgical applications. | dicom, eeg, eeg, meg, electrocorticography, hardware, minc, minc2, magnetic resonance, nifti, nirs/fnir, optical imaging, optical imaging, philips par/rec, physiological recording, rendering, surface rendering, visualization, instrument, equipment | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | Comercial Licence | nlx_155718 | http://www.nitrc.org/projects/brainsight | SCR_009539 | 2026-07-27 09:33:20 | 62 | |||||||
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DTI BrainImageScope Resource Report Resource Website |
DTI BrainImageScope (RRID:SCR_009559) | dtiBrainScope | software application, image processing software, software resource, 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 | 2026-07-27 09:33:21 | 0 | |||||||
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fanDTasia Java Applet: DT-MRI Processing Resource Report Resource Website 1+ mentions |
fanDTasia Java Applet: DT-MRI Processing (RRID:SCR_009624) | fdt | software application, image processing software, software resource, data processing software | A Java applet tool for DT-MRI processing. It opens Diffusion-Weighted MRI datasets from user's computer and performs very efficient tensor field estimation using parallel threaded processing on user's browser. No installation is required. It runs on any operating system that supports Java (Windows, Mac, Linux,...). The estimated tensor field is guaranteed to be positive definite second order or higher order and is saved in user's local disc. MATLAB functions are also provided to open the tensor fields for your convenience in case you need to perform further processing. The fanDTasia Java applet provides also vector field visualization for 2nd and 4th-order tensors, as well as calculation of various anisotropic maps. Another useful feature is 3D fiber tracking (DTI-based) which is also shown using 3d graphics on the user's browser. | magnetic resonance, dti, diffusion-weighted mri |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of Florida; Florida; USA |
NIBIB EB007082; NINDS NS066340 |
Non-Commercial Software License Agreement, Https://www.nitrc.org/include/glossary.php#589, Non-commercial | nlx_155849 | http://www.nitrc.org/projects/fandtasia | SCR_009624 | FanDTasia | 2026-07-27 09:33:22 | 2 | |||||
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I/OWA Resource Report Resource Website |
I/OWA (RRID:SCR_000858) | I/OWA | software application, image analysis software, software resource, data processing software | Software for real-time parametric statistical analysis of functional MRI (fMRI) data. The system that combines a general architecture for sampling and time-stamping relevant information channels in fMRI (image acquisition, stimulation, subject responses, cardiac and respiratory monitors, etc.) and an efficient approach to manipulating these data, featuring incremental subsecond multiple linear regression. The advantages of the system are the simplification of event timing and efficient and unified data formatting. Substantial parametric analysis can be performed and displayed in real-time. Immediate (replay) and delayed off-line analysis can also be performed with the same interface. The system provides a time-accounting infrastructure that readily supports standard and innovative approaches to fMRI. | fmri, real-time, multiple linear regression, brain mapping |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of Iowa; Iowa; USA |
PMID:11180437 | THIS RESOURCE IS NO LONGER IN SERVICE | nlx_155643 | SCR_000858 | Input/Output time-aWare Architecture, Input / Output time aWare Architecture, I/OWA 3 | 2026-07-27 09:31:03 | 0 | ||||||
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NeuronJ: An ImageJ Plugin for Neurite Tracing and Quantification Resource Report Resource Website 500+ mentions |
NeuronJ: An ImageJ Plugin for Neurite Tracing and Quantification (RRID:SCR_002074) | software application, image analysis software, software resource, data processing software | NeuronJ is an ImageJ plugin to facilitate the tracing and quantification of elongated structures in two-dimensional (2D) images (8-bit gray-scale and indexed color), in particular neurites in fluorescence microscopy images. Sponsors: The development of NeuronJ started while the primary developer ( Dr. Erik Meijering, PhD) was with the Biomedical Imaging Group (collaborating with people from the Laboratory of Cellular Neurobiology) of the Swiss Federal Institute of Technology in Lausanne (EPFL), Switzerland, and was finished while Dr. Meijering was with the Biomedical Imaging Group Rotterdam in the Netherlands. | fluorescence, application, imaging processing software, java, measurement, microscope, microscopy, neurite, neuroinformatics, neuron, plugin, statistic, two-dimentional, image |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: National Institutes of Health |
Free, Available for download, Freely available | nif-0000-00108 | http://www.nitrc.org/projects/neuronj | SCR_002074 | NeuronJ | 2026-07-27 09:31:23 | 966 | |||||||
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BRAINSTools Resource Report Resource Website 10+ mentions |
BRAINSTools (RRID:SCR_006618) | BRAINS | software application, image analysis software, software resource, data processing software | Medical image processing software suite for brain analysis. | image processing, brain analysis, source code |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: University of Iowa; Iowa; USA is parent organization of: BRAINSCut is parent organization of: BRAINSCortex is parent organization of: BRAINSROIAuto is parent organization of: BRAINSTestData is parent organization of: BRAINSConstellationDetector is parent organization of: BRAINSTracer |
Available for download | nlx_155696 | https://github.com/BRAINSia/BRAINSTools https://github.com/BRAINSia/BRAINSTools/wiki | SCR_006618 | Brain Research - Analysis of Images Networks and Systems | 2026-07-27 09:32:36 | 24 | ||||||
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BrainColor: Collaborative Open Labeling Online Resource Resource Report Resource Website 1+ mentions |
BrainColor: Collaborative Open Labeling Online Resource (RRID:SCR_006377) | BrainCOLOR | data or information resource, knowledge environment | This resource was created to host descriptions of protocols, definitions and rules for the reliable identification and localization of human brain anatomy and discussions of best practices in brain labeling. Project for manual anatomical labeling of human brain MRI data, and the visual presentation of labeled brain images. | atlas, curation, map, mapping, mri, image, brain, label, neurolabel, neuroanatomy |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: Neuromorphometrics has parent organization: Columbia University; New York; USA |
NIMH R43 MH084358; NIMH MH084029 |
Free, Available for download, Freely available | nif-0000-07727 | https://www.binarybottle.com/braincolor/, https://github.com/binarybottle/braincolor | http://www.braincolor.org/ | SCR_006377 | Neurolabels, Collaborative Open Labeling Online Resource, Neuroanatomical Labeling Methods | 2026-07-27 09:32:32 | 3 | ||||
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BrainVoyager Resource Report Resource Website 100+ mentions |
BrainVoyager (RRID:SCR_013057) | software application, image analysis software, software resource, data processing software | Commercial neuroimaging software package for multi-modal data analysis and management. It has been programmed in C++ with efficient statistical, numerical, and image processing routines. It supports parallelized basic math routines on all platforms and uses modern multi-core, multi-processor hardware for demanding computational routines. | image analysis, neuroimaging, software, multi modal data, data analysis, data management, fmri, eeg, dti, meg |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Biositemaps is affiliated with: Turbo-BrainVoyager is related to: BrainVoyager Brain Tutor is related to: BVQXtools is related to: NeuroElf has parent organization: Brain Innovation: Home of the BrainVoyager Product Family is parent organization of: BrainVoyager: Talairach Brain Atlas |
Commercial, License varies by geographic region | SCR_014267, nif-0000-00274 | SCR_013057 | BrainVoyager QX, Brain Voyager | 2026-07-27 09:34:19 | 180 | ||||||||
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Fiber Tracking Tool Resource Report Resource Website |
Fiber Tracking Tool (RRID:SCR_009474) | Fiber Tracking Tool | software application, image analysis software, software resource, data processing software | Used to analyze the fibers produced by ukf tractography | magnetic resonance | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | BSD License | nlx_155621 | SCR_009474 | 2026-07-27 09:33:19 | 0 | ||||||||
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Disease State Prediction Resource Report Resource Website |
Disease State Prediction (RRID:SCR_009467) | Disease State Prediction | software application, image analysis software, software resource, data processing software | These are the scripts used for the analyses reported in: Craddock RC, Holtzheimer PE, 3rd, Hu XP, Mayberg HS. (2009): Disease state prediction from resting state functional connectivity. Magn Reson Med 62(6):1619-28. Specifically included are scripts for performing t-test filter, reliability filter, recursive feature elimination, and reliability recursive feature elimination feature selection methods. These make use of wrappers that perform .632 bootstrap and k-fold cross validation strategies. The scripts are written in matlab and require the Bioinformatics toolbox. If you do not have the bioinformatics toolbox, the scripts can be easily modified to run with other matlab SVM toolboxes (i.e., libsvm, svmlight, shogun, etc.). | magnetic resonance |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Georgia Institute of Technology; Georgia; USA |
PMID:19859933 | Creative Commons Attribution-NonCommercial License | nlx_155614 | SCR_009467 | 2026-07-27 09:33:19 | 0 | |||||||
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Homer2 Resource Report Resource Website 100+ mentions |
Homer2 (RRID:SCR_009586) | software application, image analysis software, software resource, data processing software | Software matlab scripts used for analyzing fNIRS data to obtain estimates and maps of brain activation. Graphical user interface (GUI) for visualization and analysis of functional near-infrared spectroscopy (fNIRS) data. | Analysis, optical, imaging, fnirs, map, brain, activation, BRAIN Initiative |
is recommended by: BRAIN Initiative is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: NIRx2nirs: A NIRx to .nirs data converter |
NIBIB EB025145; NIBIB R01 EB006385; NCRR P41 RR14075 |
Free, Available for download, Freely available | nlx_155773 | http://www.nitrc.org/projects/homer2, https://homer-fnirs.org/ | SCR_009586 | HOMER1, Photon Migration Imaging toolbox | 2026-07-27 09:33:21 | 223 | ||||||
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DTI Fiber Tract Statistics Resource Report Resource Website 1+ mentions |
DTI Fiber Tract Statistics (RRID:SCR_009460) | DTI Fiber Tract Statistics | software application, image analysis software, software resource, data processing software | This is a command line tool which allows the user to study the behavior of water diffusion (using DTI data) along the length of the white matter fiber-tracts. Various tract-oriented scalar diffusion measures obtained from DTI brain images, are treated as a continuous function of white matter fibers'' arc-length. To analyze the trend along a given fiber tract, a command line tool performs kernel regression on this data. The idea is to try out different noise models and maximum likelihood estimates within kernel windows (along the tract), such that they best represent the data and are robust to noise and Partial Volume effect. The package contains several command line based modules and an GUI based tool called DTIAtlasFiberAnalyzer to access most functions. The features available in the tool currently, its use and input / output formats and other relevant details are provided in the first draft of the documentation. (http://www.na-mic.org/Wiki/index.php/Projects:dtistatisticsfibers). | c, linux, magnetic resonance, posix/unix-like, regression, statistical operation, dti | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | 3D Slicer License | nlx_155606 | SCR_009460 | 2026-07-27 09:33:19 | 3 | ||||||||
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factory t1 dti Resource Report Resource Website |
factory t1 dti (RRID:SCR_009523) | factory_t1_dti | software application, image analysis software, software resource, data processing software | Tools to make easier on using spm, pipedream, dti-tk, and other softwares to analyze t1 or dti images. | magnetic resonance, analyze, t1, dti | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | nlx_155684 | SCR_009523 | factory t1 dti | 2026-07-27 09:33:20 | 0 | ||||||||
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Generalized Covariance Analysis Resource Report Resource Website 1+ mentions |
Generalized Covariance Analysis (RRID:SCR_009488) | gCVA | software application, image analysis software, software resource, data processing software | A platform for any Principal Component Analysis (PCA)-based analysis on functional neuroimaging data (PET and fMRI). Includes: * Ordinal Trend Canonical Variance Analysis for parametric designs (C. Habeck et al. A New Approach to Spatial Covariance Modeling of Functional Brain Imaging Data: Ordinal Trend Analysis. Neural Computation 2005; 17: 1602-1645) * Partial Least Squares for any design matrix * Subprofile Scaling Model for cross-sectional designs (JR. Moeller, Strother SC. A regional covariance approach to the analysis of functional patterns in positron emission tomographic data.J Cereb Blood Flow Metab. 1991 Mar;11(2):A121-35.) | magnetic resonance, pet, spect, fmri | is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) | GNU General Public License | nlx_155635 | SCR_009488 | Generalized Covariance Analysis (gCVA) | 2026-07-27 09:33:20 | 8 |
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