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http://brainmap.org/software.html#GingerALE

Software available from brainmap.org to perform meta-analyses via the activation likelihood estimation (ALE) method. It also includes the transforms for icbm2tal conversions.

Proper citation: GingerALE (RRID:SCR_014921) Copy   

•   Source: SciCrunch Registry

https://sites.google.com/site/tdtdecodingtoolbox/

Software Matlab toolbox for multivariate analysis of functional and structural MRI data. Software package for multivariate analyses of functional imaging data.

Proper citation: The Decoding Toolbox (RRID:SCR_017424) Copy   

•   Source: SciCrunch Registry

https://usa.brainreader.net

Software application as image segmentation tool. Brain volumetry assessment software. Processes MRI scans and provides self explanatory patient report with total brain volume, hippocampal volume and volumetric data on key segments of brain measured against healthy database.

Proper citation: Neuroreader (RRID:SCR_017309) Copy   

•   Source: SciCrunch Registry

https://github.com/bheAI/MonkeyCBP_CLI

Software toolbox for connectivity based parcellation of monkey brain. Integrated pipeline realizing tractography based brain parcellation with automatic processing and massive parallel computing. Highly automated process and high throughput performance supported by GPU option makes toolbox ready to be used by research community.

Proper citation: MonkeyCBP (RRID:SCR_017640) Copy   

•   Source: SciCrunch Registry

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

Software tool as deep neural network for predicting FreeSurfer segmentations of structural MRI volumes. This tool is implemented as both Docker and Singularity containers. Used for brain parcellation and uncertainty estimation.

Proper citation: Knowing what you know (kwyk) - Bayesian Brain Parcellation (RRID:SCR_017470) Copy   

•   Source: SciCrunch Registry

https://www.ncbi.nlm.nih.gov/pubmed/28653482

Software tool to facilitate tractography based deep brain stimulation (DBS) electrode targeting within patient specific stereotactic coordinate system used in operating room.

Proper citation: StimVision (RRID:SCR_017457) Copy   

•   Source: SciCrunch Registry

https://www.mbfbioscience.com/brainmaker

Software tool to automatically align sections to visualize brains in 3D. Assists with cell mapping, cytoarchitectonics and other areas requiring characterization of neuronal circuitry to create comprehensive anatomical reference. Automatically creates full resolution, 3D reconstructions of entire brain or any organ from serial sections of whole slide images. Allows to view cells, structures, and lesions, locate neurons expressing particular gene or visualize axonal projections of specific neurons with full anatomical context.

Proper citation: BrainMaker (RRID:SCR_017666) Copy   

•   Source: SciCrunch Registry

https://github.com/AllenInstitute/AllenSDK

Software tool as code for processing and analyzing data in Allen Brain Atlas. Source code for reading and processing Allen Brain Atlas data. Allen SDK focuses on Allen Brain Observatory, Cell Types Database, and Mouse Brain Connectivity Atlas.

Proper citation: Allen Software Development Kit (RRID:SCR_018183) Copy   

•   Source: SciCrunch Registry

http://projectreporter.nih.gov/project_info_description.cfm?aid=8662111&icde=19363315&ddparam=&ddvalue=&ddsub=&cr=2&csb=default&cs=ASC

A multi-center and multi-disciplinary study designed to dramatically increase understanding of chronic traumatic encephalopathy (CTE) and other late effects of traumatic brain injury (TBI). Overlapping clinical features, postmortem pathologies and patterns of involvement exist in TBI, CTE, and Alzheimer''s disease pose challenges to accurate diagnosis. Premortem diagnosis of CTE is currently impossible. The neuropathological consequences of single mild or moderate-severe TBI and its relationship with CTE and known dementias are unclear. The proposed project will leverage extensive resources from an ongoing population-based prospective cohort study of brain aging (Adult Changes in Thought; ACT, n=2,305) which includes excellent medical, behavioral, and genetic characterization of a cohort (20% of whom have a history of mild-moderate TBI) in addition to state-of-the-art neuropathology workup upon death. Neuropathological study of TBI effects can begin immediately in the existing ACT autopsy sample (n=489, 20% with TBI exposure). Additional cohorts of TBI- exposed individuals will come from the Brain Injury Research Center at Mount Sinai (n=150 individuals with moderate-severe TBI), the University of Texas Southwestern (n=50 retired boxers with repetitive TBI exposure), and the National Football League (n=76 retired players with repetitive TBI exposure). All participants in the proposed study (ACT and other sites) will undergo uniform harmonized neurobehavioral assessment (chosen to maximize correspondence with existing large-scale TBI and dementia studies), MRI scan, and genomic analysis. Those individuals who expire during the course of the study will undergo ex-vivo neuroimaging and extensive neuropathological exam using state-of-the-art techniques (such as Histelide) designed to quantify tau and A�� in whole brain specimens. Only by examining postmortem pathology in a sample of individuals with varying levels of TBI exposure who are well characterized during life (as proposed herein) can postmortem pathology facilitate identification of in-vivo biomarkers that can act as diagnostic tools. This project represents the most systematic and scientifically rigorous effort to date to develop a more complete understanding of the long-term clinical and neuropathological sequelae of single and multiple TBI.

Proper citation: Neuropathology of CTE and Delayed Effects of TBI: Toward In-Vivo Diagnostics (RRID:SCR_012951) Copy   

•   Source: SciCrunch Registry

http://www.brain.northwestern.edu/research/for-researchers/index.html

Tissue bank for collecting, cataloging and storing postmortem brain tissue samples from subjects with and without neurological disorders. Specimens are available for research on cognitive impairment, Alzheimer's, dementia and other disorders along with clinical data such as demographic information, health and family history and neuropsychological test scores. The bank provides services to distribute postmortem brain tissue and other samples to investigators for use in research that will provide qualitative and quantitative diagnostic information to physicians, families, and researchers.

Proper citation: Northwestern CNADC Tissue Bank / Neuropathology Core (RRID:SCR_013178) Copy   

•   Source: SciCrunch Registry

http://brain.ubc.ca/

Research facility for research on neurological and psychiatric disorders on the learning brain and the aging brain. The Centre utilizes a multidisciplinary approach to explore the causes and potential treatments of disorders like Alzheimer's disease, mental health and addiction, stroke and neurotrauma. The Centre focuses on translating research into patient care and therapies.

Proper citation: Djavad Mowafaghian Centre for Brain Health (RRID:SCR_013149) Copy   

•   Source: SciCrunch Registry

http://www.fz-juelich.de/ime/spm_anatomy_toolbox

A MATLAB toolbox which uses three dimensional probabilistic cytoarchitechtonic maps to correlate microscopic, anatomic and functional data of the cerebral cortex. Correlating the activation foci identified in functional imaging studies of the human brain with structural (e.g., cytoarchitectonic) information on the activated areas is a major methodological challenge for neuroscience research. We here present a new approach to make use of three-dimensional probabilistic cytoarchitectonic maps, as obtained from the analysis of human post-mortem brains, for correlating microscopical, anatomical and functional imaging data of the cerebral cortex. We introduce a new, MATLAB based toolbox for the SPM2 software package which enables the integration of probabilistic cytoarchitectonic maps and results of functional imaging studies. The toolbox includes the functionality for the construction of summary maps combining probability of several cortical areas by finding the most probable assignment of each voxel to one of these areas. Its main feature is to provide several measures defining the degree of correspondence between architectonic areas and functional foci. The software, together with the presently available probability maps, is available as open source software to the neuroimaging community. This new toolbox provides an easy-to-use tool for the integrated analysis of functional and anatomical data in a common reference space.

Proper citation: SPM Anatomy Toolbox (RRID:SCR_013273) Copy   

•   Source: SciCrunch Registry

http://www.chimpanzeebrain.org/

Collection and distribution of chimpanzee neuroimaging data and postmortem brain tissue. Portal to access chimpanzee brain atlas tools, data repository, bibliography of publications, educational information, and links to other chimpanzee brain resources and datasets on the Internet. Serves as repository for in vivo structural MRI scans of chimpanzee brains, in vivo and postmortem diffusion tensor images (DTI), as well as postmortem fixed and frozen brain specimens.

Proper citation: National Chimpanzee Brain Resource (RRID:SCR_019183) Copy   

•   Source: SciCrunch Registry

http://www.hedtags.org/

Strategy guide for HED Annotation. Framework for systematically describing laboratory and real world events.HED tags are comma separated path strings. Organized in forest of groups with roots Event, Item, Sensory presentation, Attribute, Action, Participant, Experiment context, and Paradigm. Used for preparing brain imaging data for automated analysis and meta analysis. Applied to brain imaging EEG, MEG, fNIRS, multimodal mobile brain or body imaging, ECG, EMG, GSR, or behavioral data. Part of Brain Imaging Data Structure standard for brain imaging.

Proper citation: HED Tags (RRID:SCR_014074) Copy   

•   Source: SciCrunch Registry

http://www.sci.utah.edu/software/fluorender.html

Interactive rendering tool for confocal microscopy data visualization. Combines rendering of multi-channel volume data and polygon mesh data, where properties of each dataset can be adjusted independently and quickly. Designed for neurobiologists, allowing them to better visualize confocal data from fluorescently-stained brains, but it is also useful for other biological samples. Features include feature tracking, 3D measurement tools, multiple render modes for multi-channel confocal data, and volume paint selection and segmentation.

Proper citation: FluoRender (RRID:SCR_014303) Copy   

•   Source: SciCrunch Registry

https://github.com/markmikkelsen/Gannet

Free, open-source MATLAB-based software toolkit for analyzing edited 1H magnetic resonance spectroscopy (MRS) data.

Proper citation: Gannet (RRID:SCR_016049) Copy   

•   Source: SciCrunch Registry

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

Software toolkit for analysis of MR brain imaging data. MRTool runs on Apple computers and PCs and requires SPM12.

Proper citation: MRTool (RRID:SCR_015956) Copy   

•   Source: SciCrunch Registry

http://marmosetbrain.org/

Brain connectivity atlas to create systematic, digital repository for data on connections between different cortical areas, in primate species. Data repository for connections between different cortical areas in marmoset monkeys. Allows access to data set and enables other interpretations of data, in light of future evolution of knowledge about marmoset cortex.

Proper citation: Marmoset Brain Connectivity Atlas (RRID:SCR_015964) Copy   

•   Source: SciCrunch Registry

https://www.biomax.com/neuroxm

Software toolkit for semantic integration of multi-modal brain data. It is used to collect, structure, connect, analyze and re-use brain data.

Proper citation: NeuroXM Brain Science Suite (RRID:SCR_016372) Copy   

•   Source: SciCrunch Registry

http://portal.brain-map.org/

Portal provides access to data and web based applications created for benefit of global research community by Allen Institute for Brain Science. Projects to ombine genomics with neuroanatomy by creating gene expression maps for mouse and human brain. Mouse Brain Atlas, Human Brain Atlas, Developing Mouse Brain Atlas, Developing Human Brain Atlas, Mouse Connectivity Atlas, Non-Human Primate Atlas, and Mouse Spinal Cord Atlas and three related projects Glioblastoma, Mouse Diversity, and Sleep data banks, are used to advance various fields of science especially in neurobiological diseases.

Proper citation: Allen Brain Atlas (RRID:SCR_017001) Copy   

•   Source: SciCrunch Registry