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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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Medical Information Mart for Intensive Care-III Resource Report Resource Website 100+ mentions |
Medical Information Mart for Intensive Care-III (RRID:SCR_017384) | MIMIC-III, MIMIC 3 | data or information resource, database | Collection of comprising deidentified health related data associated with patients who stayed in critical care units of Beth Israel Deaconess Medical Center between 2001 and 2012. Database includes information such as demographics, vital sign measurements made at bedside (~1 data point per hour), laboratory test results, procedures, medications, caregiver notes, imaging reports, and mortality (both in and out of hospital). | deidentified, health-related data, Beth Israel Deaconess Medical Center, , FASEB list | NIBIB | Freely Available, Free, Available for Download | https://physionet.org/users/help/data-sharing/ | SCR_017384 | , MIMIC-III, MIMIC 3, 3, MIMIC, Medical Information Mart for Intensive Care, Medical Information Mart for Intensive Care-III | 2026-02-14 02:06:31 | 174 | |||||||
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Homer2 Resource Report Resource Website 100+ mentions |
Homer2 (RRID:SCR_009586) | software resource, image analysis software, data processing software, software application | 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 | 2026-02-14 02:05:30 | 223 | ||||||
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DRIFTER Resource Report Resource Website 10+ mentions |
DRIFTER (RRID:SCR_014937) | software resource, image analysis software, data processing software, software application | Model based Bayesian method for eliminating physiological noise from fMRI data. This algorithm uses image voxel analysis to isolate the cardiac and respiratory noise from the relevant data. | bayesian, physiological noise, fMRI, algorithm, cardiac, respiratory, image anaylsis, bold signal | has parent organization: Aalto University; Espoo; Finland | NICHD R01HD040712; NINDS R01NS037462; NINDS R01NS048279; NCR P41RR014075; NIMH R01MH083744; NIDCD R21DC010060; NIBIB R21EB007298; National Science Council Taiwan NSC 98-2320-B-002-004-MY3; National Science Council Taiwan NSC 100-2325-B-002-046; National Health Research Institute Taiwan NHRI-EX100-9715EC; Academy of Finland 124698; Academy of Finland 125349; Academy of Finland 127624; Academy of Finland 129670; Academy of Finland 218054; Academy of Finland 218248 |
PMID:22281675 | Free, Available for download, Acknowledgement requested | SCR_014937 | DRIFTER Toolbox | 2026-02-14 02:05:38 | 28 | |||||||
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TRACULA Resource Report Resource Website 10+ mentions |
TRACULA (RRID:SCR_013152) | TRACULA | software resource, data processing software, software application | Software tool developed for automatically reconstructing a set of major white matter pathways in the brain from diffusion weighted images using probabilistic tractography. This method utilizes prior information on the anatomy of the pathways from a set of training subjects. By incorporating this prior knowledge in the reconstruction procedure, our method obviates the need for manual intervention with the tract solutions at a later stage and thus facilitates the application of tractography to large studies. The trac-all script is used to preprocess raw diffusion data (correcting for eddy current distortion and B0 field inhomogenities), register them to common spaces, model and reconstruct major white matter pathways (included in the atlas) without any manual intervention. trac-all may be used to execute all the above steps or parts of it depending on the dataset and user''''s preference for analyzing diffusion data. Alternatively, scripts exist to execute chunks of each processing pipeline, and individual commands may be run to execute a single processing step. To explore all the options in running trac-all please refer to the trac-all wiki. In order to use this script to reconstruct tracts in Diffusion images, all the subjects in the dataset must have Freesurfer Recons. | tractography, white matter tract, white matter pathway, diffusion weighted image, diffusion magnetic resonance imaging, white matter, brain, reconstruct, diffusion tensor imaging |
is related to: FreeSurfer has parent organization: Harvard Medical School; Massachusetts; USA |
Aging | NIH Blueprint for Neuroscience Research ; Ellison Medical Foundation ; NIBIB EB008129; NIMH U01-MH093765; NCRR P41-RR14075; NCRR U24-RR021382; NIBIB R01-EB006758; NIA R01-AG022381; National Center for Complementary and Alternative Medicine RC1-AT005728; NINDS R01-NS052585; NINDS R21-NS072652; NINDS R01-NS070963 |
PMID:22016733 | nlx_143919 | SCR_013152 | TRACULA - TRActs Constrained by UnderLying Anatomy, TRACULA: TRActs Constrained by UnderLying Anatomy, TRActs Constrained by UnderLying Anatomy | 2026-02-14 02:05:32 | 17 | |||||
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CAWorks Resource Report Resource Website 1+ mentions |
CAWorks (RRID:SCR_014185) | software resource, image analysis software, data processing software, software application | A software application developed to support computational anatomy and shape analysis. The capabilities of CAWorks include: interactive landmark placement to create segmentation (mask) of desired region of interest; specialized landmark placement plugins for subcortical structures such as hippocampus and amygdala; support for multiple Medical Imaging data formats, such as Nifti, Analyze, Freesurfer, DICOM and landmark data; Quadra Planar view visualization; and shape analysis plugin modules, such as Large Deformation Diffeomorphic Metric Mapping (LDDMM). Specific plugins are available for landmark placement of the hippocampus, amygdala and entorhinal cortex regions, as well as a browser plugin module for the Extensible Neuroimaging Archive Toolkit. | image analysis software, computational anatomy, shape analysis, plugin, subcortex, landmark placement |
is used by: Northwestern University Schizophrenia Data and Software Tool (NUSDAST) is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: Johns Hopkins University; Maryland; USA |
NIMH 1R01 MH084803; NIBIB R01 EB008171; NIA 5U01AG033655; NCRR P41 RR015241; NIBIB R01 EB000975 |
Available to the research community | http://www.cis.jhu.edu/software/caworks/ | SCR_014185 | Computational Anatomy Works | 2026-02-14 02:05:31 | 1 | |||||||
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Neural Ideal Resource Report Resource Website |
Neural Ideal (RRID:SCR_017448) | software resource, data processing software, software application | Software package for extracting neural activity codes. | Extracting, neural, activity, code, BRAIN Initiative |
is recommended by: BRAIN Initiative is related to: MATLAB |
NIBIB EB022862 | Free, Available for download, Freely available | SCR_017448 | 2026-02-14 02:05:16 | 0 | |||||||||
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Neuron Tools Resource Report Resource Website 1+ mentions |
Neuron Tools (RRID:SCR_017450) | software resource, data processing software, software application | Software tools for converting data files into persistence diagrams and distance matrices. | Converting, data, file, diagram, distance, matice, BRAIN Initiative | is recommended by: BRAIN Initiative | NIBIB EB022899 | Free, Available for download, Freely available | SCR_017450 | 2026-02-14 02:05:39 | 3 | |||||||||
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Mind Research Network - COINS Resource Report Resource Website 10+ mentions |
Mind Research Network - COINS (RRID:SCR_000805) | COINS | data repository, storage service resource, data set, data or information resource, service resource | A web-based neuroimaging and neuropsychology software suite that offers versatile, automatable data upload/import/entry options, rapid and secure sharing of data among PIs, querying and export all data, real-time reporting, and HIPAA and IRB compliant study-management tools suitable to large institutions as well as smaller scale neuroscience and neuropsychology researchers. COINS manages over over 400 studies, more than 265,000 clinical neuropsychological assessments, and 26,000 MRI, EEG, and MEG scan sessions collected from 18,000 participants at over ten institutions on topics related to the brain and behavior. As neuroimaging research continues to grow, dynamic neuroinformatics systems are necessary to store, retrieve, mine and share the massive amounts of data. The Collaborative Informatics and Neuroimaging Suite (COINS) has been created to facilitate communication and cultivate a data community. This tool suite offers versatile data upload/import/entry options, rapid and secure sharing of data among PIs, querying of data types and assessments, real-time reporting, and study-management tools suitable to large institutions as well as smaller scale researchers. It manages studies and their data at the Mind Research Network, the Nathan Kline Institute, University of Colorado Boulder, the Olin Neuropsychiatry Research Center (at) Hartford Hospital, and others. COINS is dynamic and evolves as the neuroimaging field grows. COINS consists of the following collaboration-centric tools: * Subject and Study Management: MICIS (Medical Imaging Computer Information System) is a centralized PostgreSQL-based web application that implements best practices for participant enrollment and management. Research site administrators can easily create and manage studies, as well as generate reports useful for reporting to funding agencies. * Scan Data Collection: An automated DICOM receiver collects, archives, and imports imaging data into the file system and COINS, requiring no user intervention. The database also offers scan annotation and behavioral data management, radiology review event reports, and scan time billing. * Assessment Data Collection: Clinical data gathered from interviews, questionnaires, and neuropsychological tests are entered into COINS through the web application called Assessment Manager (ASMT). ASMT's intuitive design allows users to start data collection with little or no training. ASMT offers several options for data collection/entry: dual data entry, for paper assessments, the Participant Portal, an online tool that allows subjects to fill out questionnaires, and Tablet entry, an offline data entry tool. * Data Sharing: De-identified neuroimaging datasets with associated clinical-data, cognitive-data, and associated meta-data are available through the COINS Data Exchange tool. The Data Exchange is an interface that allows investigators to request and share data. It also tracks data requests and keeps an inventory of data that has already been shared between users. Once requests for data have been approved, investigators can download the data directly from COINS. | mri, fmri, neuropsychological assessment, neuroimaging, diffusion tensor imaging assay, magnetic resonance imaging assay, functional mri assay, diffusion magnetic resonance imaging, magnetoencephalography, electroencephalography, brain, behavior, data sharing, data management, clinical, computed tomography, magnetic resonance, single photon emission computed tomography, positron emission tomography, clinical assessment clinical neuroinformatics, image collection, mri 2d image, database application |
is used by: Consortium for Reliability and Reproducibility is used by: DataLad is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: NKI-RS Enhanced Sample has parent organization: Mind Research Network is parent organization of: MCIC |
Aging | NIBIB 1 R01 EB 000840; NIBIB 1 R01 EB 006841; NIBIB 1 R01 EB 005846 |
PMID:22275896 | THIS RESOURCE IS NO LONGER IN SERVICE | nlx_144067 | http://www.nitrc.org/projects/coins | SCR_000805 | Mind Research Network - Collaborative Informatics and Neuroimaging Suite, Collaborative Informatics Neuroimaging Suite, Collaborative Informatics and Neuroimaging Suite | 2026-02-14 02:04:27 | 20 | |||
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Mediation Analysis of Causality under Confounding Resource Report Resource Website |
Mediation Analysis of Causality under Confounding (RRID:SCR_017442) | MACC | data analysis software, software resource, data processing software, software application | Software package to perform causal mediation analysis under confounding or correlated errors. Includes single level mediation model, two level and three level mediation model for data with hierarchical structures. Under two or three level mediation model, correlation parameter is identifiable and is estimated based on hierarchical likelihood, marginal likelihood or two stage method. | Casual, mediation, analysis, confounding, correlated, error, data, hierarchical, structure, parameter, BRAIN Initiative |
is recommended by: BRAIN Initiative is listed by: CRAN |
NIBIB EB022911 | Free, Available for downloads, Freely available | SCR_017442 | Mediation Analysis of Causality under Confounding, macc | 2026-02-14 02:03:25 | 0 | |||||||
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NEURON Resource Report Resource Website 100+ mentions |
NEURON (RRID:SCR_017449) | software resource, simulation software, software application | Software for computational neurophysiology. Simulation environment is used for building and using computational models of neurons and networks of neurons. NEURON Users Group can participate in collaborative development of documentation, tutorials, and software. | Computational, neurophysiology, model, neuron, network, building, BRAIN Initiative |
is recommended by: BRAIN Initiative has parent organization: Yale University; Connecticut; USA |
NIBIB EB022903 | Free, Available for download, Freely available | https://github.com/neuronsimulator/nrn | SCR_017449 | 2026-02-14 02:03:28 | 241 | ||||||||
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3D Developmental Mouse Brain Common Coordinate Framework Resource Report Resource Website 1+ mentions |
3D Developmental Mouse Brain Common Coordinate Framework (RRID:SCR_025544) | data or information resource, atlas | Open access multimodal 3D atlases of developing mouse brain that can be used to integrate mouse brain imaging data for visualization, education, cell census mapping, and more. Atlas ages include E11.5, E13.5, E15.5, E18.5, P4, P14, and P56. Web platform can be utilized to visualize and explore the atlas in 3D. Downloadable atlas can be used to align multimodal mouse brain data. Morphologically averaged symmetric template brains serve as the basis reference space and coordinate system. Anatomical labels are manually drawn in 3D based on the prosomeric model. For additional references, the P56 template includes templates and annotations from the aligned Allen Mouse Brain Common Coordinate Framework (Allen CCFv3) and aligned Molecular Atlas of the Adult Mouse Brain. | multimodal 3D atlases, developing mouse brain, mouse brain data, |
is related to: Allen Mouse Brain Common Coordinate Framework is organization facet of: BRAIN Initiative |
NIMH RF1MH12460501; NINDS R01NS108407; NIMH R01MH116176; NIBIB R01EB031722 |
PMID:37745386 | Free, Freely available | SCR_025544 | DevCCF | 2026-02-14 02:09:12 | 2 | |||||||
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ezBIDS Resource Report Resource Website |
ezBIDS (RRID:SCR_025563) | software resource, web application | Web-based BIDS conversion tool to convert neuroimaging data and associated metadata to BIDS standard. Guided standardization of neuroimaging data interoperable with major data archives and platforms. | Guided standardization, neuroimaging data, Brain Imaging Data Structure, BIDS conversion tool, convert neuroimaging data, associated metadata, interoperable, BIDS standard, | NINDS UM1NS132207; BRAIN CONNECTS ; NIBIB R01EB029272; NIBIB R01EB030896; NSF ; Kavli Foundation ; Wellcome Trust ; NIMH R01MH133701; Spanish Government |
PMID:38332144 | Free, Freely available | https://brainlife.io/ezbids/ |
SCR_025563 | ez Brain Imaging Data Structure | 2026-02-14 02:08:47 | 0 | |||||||
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MRQy Resource Report Resource Website 1+ mentions |
MRQy (RRID:SCR_025779) | data analysis software, software resource, data processing software, software application | Software quality assurance and checking tool for quantitative assessment of magnetic resonance imaging and computed tomography data. Used for quality control of MR imaging data. | quantitative assessment, magnetic resonance imaging, computed tomography, imaging data, | NCI U24CA199374; NCI R01CA202752; NCI R01CA208236; NCI R01CA216579; NCI R01CA220581; NCI 1U01CA239055; NCI 1F31CA216935; NCI 1U01CA248226; NHLBI R01HL15127701A1; NIBIB 1R43EB028736; NCRR 1C06RR12463 |
PMID:33176026 | Free, Available for download, Freely available | SCR_025779 | 2026-02-14 02:09:06 | 1 | |||||||||
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HCP Pipelines Resource Report Resource Website 10+ mentions |
HCP Pipelines (RRID:SCR_026575) | data processing software, software toolkit, software application, image processing software, software resource | Software package as set of tools, primarily shell scripts, for processing multi-modal, high-quality MRI images for the Human Connectome Project. Minimal preprocessing pipelines for structural, functional, and diffusion MRI that were developed by the HCP to accomplish many low level tasks, including spatial artifact/distortion removal, surface generation, cross-modal registration, and alignment to standard space. | Minimal preprocessing pipelines, Human Connectome Project, MRI images processing, MRI images, | NIMH MH091657; NIH Blueprint for Neuroscience Research ; NIMH F30 MH097312; NIMH ROI MH60974; NCRR U24 RR021382; NIBIB R01EB006758; NIA R01AG008122; NINDS R01 NS052585; NINDS R21NS072652; NINDS R01NS070963 |
PMID:23668970 | Free, Available for download, Freely available | https://www.humanconnectome.org/software/hcp-mr-pipelines | SCR_026575 | Human Connectome Project Pipelines | 2026-02-14 02:09:43 | 20 | |||||||
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Reproducible Brain Charts Resource Report Resource Website |
Reproducible Brain Charts (RRID:SCR_027837) | data or information resource, data set | Open data resource for mapping brain development and its associations with mental health. Integrates data from 5 large studies of brain development in youth from three continents (N = 6,346). Bifactor models were used to create harmonized psychiatric phenotypes, capturing major dimensions of psychopathology. Neuroimaging data were carefully curated and processed using consistent pipelines in a reproducible manner. | Neuroimaging data, curated data, data resource, mapping brain development, mental health, | NIMH R01MH120482; NIMH R37MH125829; NIBIB R01EB022573; NIMH R01MH112847; NIMH R01MH113550; NIMH RF1MH121867; NIMH R01MH123550; NINDS U24NS130411; NIMH P50MH109429; NIMH R01MH123440; NIMH K08MH079364 |
PMID:40987284 | Free, Freely available | SCR_027837 | 2026-02-14 02:09:32 | 0 | |||||||||
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Spectroscopic Imaging, VIsualization, and Computing (SIVIC) Resource Report Resource Website |
Spectroscopic Imaging, VIsualization, and Computing (SIVIC) (RRID:SCR_027875) | SIVIC | software resource, software application | Software framework and application suite for processing and visualization of DICOM MR Spectroscopy data. Through the use of DICOM, SIVIC aims to facilitate the application of MRS in medical imaging studies. | DICOM MR Spectroscopy Workflows, data processing, data visualization, DICOM MR spectroscopy data, | NCI RO1 CA127612; NCI P01 CA11816; NIBIB P41EB013598 |
PMID:23970895 | Free, Available for download, Freely available | SCR_027875 | 2026-02-14 02:10:09 | 0 | ||||||||
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NITRC-IR Resource Report Resource Website 1+ mentions |
NITRC-IR (RRID:SCR_004162) | NITRC IR | data repository, storage service resource, image database, catalog, data or information resource, service resource, image repository, database | Data repository for neuroimaging data in DlCOM and NIFTI formats. It allows users to search for and freely download publicly available data sets relating to normal subjects and those with diagnoses such as: schizophrenia, ADHD, autism, and Parkinson's disease.XNAT-based image registry that supports both NIfTI and DICOM images to promote re-use and integration of NIH funded data. | database, neuroimaging, magnetic resonance, mri, image collection, nifti, dicom |
uses: XNAT Central is used by: NIF Data Federation lists: 1000 Functional Connectomes Project lists: studyforrest.org is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is related to: 1000 Functional Connectomes Project is related to: NITRC Enhanced Services has parent organization: NeuroImaging Tools and Resources Collaboratory (NITRC) |
Bipolar Disorder, Schizophrenia, Parkinson's disease, ADHD | NINDS R44 NS074540; NIBIB U24 EB023398 |
PMID:26044860 | Free, Available for download, Freely available | nlx_18447, SCR_015623 | SCR_004162 | NeuroImaging Tools and Resources Collaboratory Image Repository, NITRC Image Repository | 2026-02-14 02:00:56 | 8 | ||||
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MGED Ontology Resource Report Resource Website 1+ mentions |
MGED Ontology (RRID:SCR_004484) | MO | data or information resource, ontology, controlled vocabulary | An ontology including concepts, definitions, terms, and resources for a standardized description of a microarray experiment in support of MAGE v.1. The MGED ontology is divided into the MGED Core ontology which is intended to be stable and in synch with MAGE v.1; and the MGED Extended ontology which adds further associations and classes not found in MAGE v.1. These terms will enable structure queries of elements of the experiments. Furthermore, the terms will also enable unambiguous descriptions of how the experiment was performed. | microarray, biomaterial, treatment, mage, owl |
is listed by: BioPortal is related to: MIAME is related to: MIAME is related to: RNA Abundance Database has parent organization: Functional Genomics Data Society has parent organization: SourceForge |
NIBIB ; NHGRI P41HG003619 |
PMID:16428806 | nlx_47223 | http://purl.bioontology.org/ontology/MO | SCR_004484 | Microarray and Gene Expression Data Ontology | 2026-02-14 02:00:59 | 1 | |||||
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MNE software Resource Report Resource Website 50+ mentions |
MNE software (RRID:SCR_005972) | MNE | data visualization software, data processing software, data analysis software, software toolkit, software application, software resource | Software suite for processing magnetoencephalography and electroencephalography data. Open source Python software for exploring, visualizing, and analyzing human neurophysiological data including MEG, EEG, sEEG, ECoG . Implements all functionality of MNE Matlab tools in Python and extends capabilities of MNE Matlab tools to, e.g., frequency-domain and time-frequency analyses and non-parametric statistics. | Magnetoencephalography data processing, electroencephaography data processing, data analysis, eeg, meg, linux, mac osx, human neurophysiological data, statistics |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Debian is related to: MNE-BIDS is related to: MATLAB is related to: NumPy is related to: SciPy is related to: Matplotlib is related to: Mayavi: 3D Scientific Data Visualization and Plotting Software Project is related to: NiBabel |
NIBIB R01 EB009048; NIBIB P41 EB015896; NCRR P41 RR014075; NIDCD F32DC012456; NSF 0958669; NSF 1042134; European Research Council (ERC) StG-263584 |
PMID:24161808 PMID:24431986 |
Free, Available for download, Freely available | nlx_151346 | https://sources.debian.org/src/python3-mne/ http://www.nitrc.org/projects/mne http://www.nmr.mgh.harvard.edu/martinos/ncrr/sofMNE.html https://github.com/mne-tools/ https://mne.tools/ |
SCR_005972 | Minimum Norm Current Estimates Software, Minimum Norm Current Estimates, MNE tools for MEG and EEG data analysis, MNE-Python | 2026-02-14 02:01:03 | 97 | ||||
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Slicer3 Module Rician noise filter Resource Report Resource Website 1+ mentions |
Slicer3 Module Rician noise filter (RRID:SCR_009614) | Slicer3:Module:Rician Noise Removal | image processing software, software resource, data processing software, software application | Two Slicer3 modules removing rician noise in diffusion tensor MRI | c++, console (text based), linux, magnetic resonance, posix/unix-like, diffusion mri |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) has parent organization: 3D Slicer |
NIH Roadmap for Medical Research ; NIBIB U54 EB005149; NCRR 2-P41-RR12553-07 |
PMID:17354881 | GNU General Public License | nlx_155836 | http://www.nitrc.org/projects/dtiricianrem | SCR_009614 | 2026-02-14 02:01:52 | 1 |
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