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http://umcd.humanconnectomeproject.org

Web-based repository and analysis site for connectivity matrices that have been derived from neuroimaging data including different imaging modalities, subject groups, and studies. Users can analyze connectivity matrices that have been shared publicly and upload their own matrices to share or analyze privately.

Proper citation: USC Multimodal Connectivity Database (RRID:SCR_012809) Copy   

•   Source: SciCrunch Registry

https://usa.healthcare.siemens.com/magnetic-resonance-imaging/options-and-upgrades/clinical-applications/autoalign-head-ls

Software designed to automatically realign brain images for easier cross patient examination regardless of age, disease or head position. It positions and aligns anatomy-related sagittal, coronal and axial slices using anatomical landmarks.

Proper citation: AutoAlign Head (RRID:SCR_014245) Copy   

•   Source: SciCrunch Registry

https://cfn.upenn.edu/~zewang/BENtbx.php

A toolkit for mapping brain entropy using fMRI. It uses several functions from ASLtbx. At its core, the toolkit is a collection of batch scripts that implement a pipeline for processing fMRI data in order to get Sample entropy for each voxel.

Proper citation: Brain Entropy Mapping Toolbox (RRID:SCR_014470) Copy   

•   Source: SciCrunch Registry

https://biccn.org

Consortium for the cell census in the brain. Integrated network of data generating centers, data archives, and data standards developers, with the goal of systematic multimodal brain cell type profiling and characterization. Emphasis of the BICCN is on the whole mouse brain with demonstration of prototype feasibility for human and nonhuman primate brains.

Proper citation: BICCN (RRID:SCR_015820) Copy   

•   Source: SciCrunch Registry

http://www.neuro.uni-jena.de/cat/

Software toolbox as extension to SPM12 to provide computational anatomy. This covers diverse morphometric methods such as voxel based morphometry, surface based morphometry, deformation based morphometry, and region or label based morphometry.

Proper citation: Computational Anatomy Toolbox for SPM (RRID:SCR_019184) Copy   

•   Source: SciCrunch Registry

https://github.com/ABCD-STUDY/ABCDreport

Software application as a simple system to review study progress. Used in ABCD study.

Proper citation: ABCDreport (RRID:SCR_016030) Copy   

•   Source: SciCrunch Registry

https://imagen-europe.com/

Research project examining how biological, psychological, and environmental factors during adolescence may influence brain development and mental health. Using brain imaging and genetics, the project will help develop prevention strategies and improved therapies for mental health disorders in the future., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: IMAGEN (RRID:SCR_016045) Copy   

•   Source: SciCrunch Registry

https://www.nitrc.org/projects/normalizefov

FSoftware for field-of-view normalization to minimize mismatch in different subjects' images. It aids that streamline analysis of large-scale brain MRI datasets.

Proper citation: NeuroImage Field-of-View Normalization Tool (RRID:SCR_015957) Copy   

•   Source: SciCrunch Registry

http://www.iu.edu/~beca/

Visualization and analysis software for interactive visual exploration and mining of fiber-tracts and brain networks with their genetic determinants and functional outcomes. BECA includes an fMRI and Diseases Analysis version as well as a Genome Explorer version.

Proper citation: BECA (RRID:SCR_015846) Copy   

•   Source: SciCrunch Registry

https://ukbec.wordpress.com

Consortium studying the regulation and alternative splicing of gene expression in multiple tissues from human brains. The UKBEC dataset comprises of brains from individuals free of neurodegenerative disorders.

Proper citation: UK Brain Expression Consortium (RRID:SCR_015889) Copy   

•   Source: SciCrunch Registry

https://github.com/ABCD-STUDY/DEAP

Web service for data exploration and analysis of the ABCD Study - the largest long-term study of brain development and child health in the United States.

Proper citation: DEAP - Data Exploration and Analysis Portal (RRID:SCR_016158) Copy   

•   Source: SciCrunch Registry

https://nemoarchive.org/

Data repository specifically focused on storage and dissemination of omic data generated from BRAIN Initiative and related brain research projects. Data repository and archive for BCDC and BICCN project, among others. NeMO data include genomic regions associated with brain abnormalities and disease, transcription factor binding sites and other regulatory elements, transcription activity, levels of cytosine modification, histone modification profiles and chromatin accessibility.

Proper citation: NeMOarchive (RRID:SCR_016152) Copy   

•   Source: SciCrunch Registry

https://intbir.nih.gov/

Project whose goal is to improve health care and lessen the global burden of TBI through the discovery of causal relationships between treatments and clinically meaningful outcomes. InTBIR seeks to encourage well-designed, hypothesis-driven studies that include the collection of high quality data followed by rigorous statistical analysis.

Proper citation: International Initiative for Traumatic Brain Injury Research (RRID:SCR_016237) Copy   

•   Source: SciCrunch Registry

http://conp.ca/

Web interface that facilitates open science for neuroscience community by simplifying global access to and sharing of datasets and tools. Portal internalizes typical data cycle of research project, beginning with data acquisition, followed by data processing with published tools, and ultimately publication of results with link to original dataset. Platform to form interactive network of collaborations in brain research, interdisciplinary student training, international partnerships, clinical translation and open publishing. Provides unified interface to Canadian neuroscience research community. Open neuroscience research with sharing of both data and methods, to create large-scale databases, development of standards for sharing, facilitation of advanced analytic strategies, open dissemination to global community of neuroscience data and methods, and establishment of training programs for next generation of computational neuroscience researchers.

Proper citation: Canadian Open Neuroscience Platform (RRID:SCR_016433) Copy   

•   Source: SciCrunch Registry

https://github.com/nighres/nighres

Software package for processing of high-resolution neuroimaging data. Nighres is a community-developed project that aims to make neuroscience data tools easier to install, use and extend.

Proper citation: Nighres (RRID:SCR_016287) Copy   

•   Source: SciCrunch Registry

http://www.nitrc.org/projects/mica/

Software toolbox based on FSL command line tools that performs masked independent component analysis and related analyses in an integrated way within a spatially restricted subregion of the brain. Used for investigating functional connectivity in functional magnetic resonance imaging data in the field of neuroimaging.

Proper citation: masked ICA (mICA) Toolbox (RRID:SCR_016349) Copy   

•   Source: SciCrunch Registry

http://www.nitrc.org/projects/uf2c/

Software tool to standardize and facilitate connectivity studies through a graphical user interface and validated preset parameters.

Proper citation: User Friendly Functional Connectivity - UF²C (RRID:SCR_016550) Copy   

•   Source: SciCrunch Registry

https://doi.org/10.1016/j.neuroimage.2018.07.046

Software package for simulation framework and codes for estimating nonparametric Granger causality. Used to study brain functions.

Proper citation: nonparametricGGC_toolbox (RRID:SCR_016539) Copy   

•   Source: SciCrunch Registry

https://kg.ebrains.eu/

Metadata management system built for EBRAINS. Multi modal metadata store which brings together information from different areas of Human Brain Project as well as from external partners. Graph database tracks linkage between experimental data and neuroscientific data science supporting more extensive data reuse and complex computational research.Supports rich terminologies, ontologies and controlled vocabularies. Built by design to support iterative elaborations of common standards and supports these by probabilistic suggestion and review systems.

Proper citation: EBRAINS Knowledge Graph (RRID:SCR_017612) Copy   

•   Source: SciCrunch Registry

https://nemoanalytics.org/

Portal enabling web based visualization and analysis of multi omic data describing cell types in developing and adult brain, powered by gEAR and EpiViz. Release 1 on April 2019 includes single cell and bulk tissue RNAseq, ATACseq, and ChIPseq from fetal human prefrontal cortex, as well as from stem cell models of neural induction. Portal will expand to include multiple regions of developing and adult brain and additional analytical tools.

Proper citation: NeMO Analytics (RRID:SCR_018164) Copy   

•   Source: SciCrunch Registry