FreeSurfer is a brain
imaging software
In computer graphics, graphics software refers to a program or collection of programs that enable a person to manipulate images or models visually on a computer.
Computer graphics can be classified into two distinct categories: raster graphics a ...
package originally developed by Bruce Fischl,
Anders Dale
Anders Martin Dale is a prominent neuroscientist and professor of radiology, neurosciences, psychiatry, and cognitive science at the University of California, San Diego (UCSD), and is one of the world's leading developers of sophisticated computa ...
, Martin Sereno, and Doug Greve. Development and maintenance of FreeSurfer is now the primary responsibility of the Laboratory for Computational Neuroimaging at the
Athinoula A. Martinos Center for Biomedical Imaging
The Athinoula A. Martinos Center for Biomedical Imaging, usually referred to as just the "Martinos Center," is a major hub of biomedical imaging technology development and translational research. Bruce Rosen is the Director of the Center and Moni ...
. FreeSurfer contains a set of programs with a common focus of analyzing
magnetic resonance imaging
Magnetic resonance imaging (MRI) is a medical imaging technique used in radiology to form pictures of the anatomy and the physiological processes of the body. MRI scanners use strong magnetic fields, magnetic field gradients, and radio wave ...
(MRI) scans of brain tissue. It is an important tool in functional
brain mapping and contains tools to conduct both volume based and surface based analysis. FreeSurfer includes tools for the reconstruction of topologically correct and geometrically accurate models of both the gray/white and
pial surfaces, for measuring cortical thickness, surface area and folding, and for computing inter-subject registration based on the pattern of cortical folds.
57,541 copies of the FreeSurfer software package have been registered for use as of April 2022 and it is a core tool in the processing pipelines of the
Human Connectome Project, the
UK Biobank, the Adolescent Brain Cognitive Development Study, and the
Alzheimer's Disease Neuroimaging Initiative
Alzheimer's Disease Neuroimaging Initiative (ADNI) is a multisite study that aims to improve clinical trials for the prevention and treatment of Alzheimer's disease (AD). This cooperative study combines expertise and funding from the private and pu ...
.
Usage
The FreeSurfer processing stream is controlled by a shell script called ''recon-all''. The script calls component programs that organize raw MRI images into formats easily usable for morphometric and statistical analysis. FreeSurfer automatically segments the volume and parcellates the surface into standardized
regions of interest (ROIs). Freesurfer uses a morphed spherical method to average across subjects for statistical (
general linear model) analysis with the mri_glmfit tool.
FreeSurfer contains a range of packages allowing a broad spectrum of uses, including:
* FreeView, a tool to visualize FreeSurfer output, can also display common MRI image formats.
* TRACULA, a tool to construct white matter tract data from diffusion images
* FSFAST, a tool for analysis of functional MRI data
* XHemi, for Interhemispheric registration
* LGI, to calculate the degree of folding or local GI.
* a Matlab toolbox for linear mixed effects models
Interoperation
FreeSurfer interoperates easily with the
FMRIB Software Library (FSL), which is a comprehensive library for image analysis, written by the Functional MRI of the Brain (FMRIB) group at Oxford, UK. The functional activation results obtained using either the FreeSurfer Functional Analysis Stream (FS-FAST) or the FSL tools can be overlaid onto inflated, sphered or flattened cortical surfaces using FreeSurfer. Data from Statistical Parametric Mapping (SPM) can be integrated into FreeSurfer data sets through tools included in the FreeSurfer package. FreeSurfer also uses toolkits fro
MNI MINC VXL,
Tcl/
Tk/Tix/BLT,
VTK., KWWidgets and Qt, which are all available with the distribution. Other neuroimaging programs like
Caret,
AFNI/SUMAMNE and 3D Slicer can also import data processed by FreeSurfer.
Download
FreeSurfer runs on Mac OS and Linux. Free registration and binary installation are available without a cost, but a license key (text file) is necessary to run the FreeSurfer binaries. Documentation can be found on the FreeSurfer Wiki and limited support is available from the developers and community through the FreeSurfer mailing list.
Selected References
The following is a sample of references the FreeSurfer team recommends researchers cite when publishing findings obtained through FreeSurfer.
Citation counts have been obtained through Google Scholar as of August 2019.
See also
*
Analysis of Functional NeuroImages
*
Caret Van Essen Lab, Washington University in St. Louis
*
Laboratory of Neuro Imaging
A laboratory (; ; colloquially lab) is a facility that provides controlled conditions in which scientific or technological research, experiments, and measurement may be performed. Laboratory services are provided in a variety of settings: physicia ...
, UCLA
*
Statistical parametric mapping
Statistical parametric mapping (SPM) is a statistical technique for examining differences in brain activity recorded during functional neuroimaging experiments. It was created by Karl Friston. It may alternatively refer to software created by the ...
(SPM)
References
External links
*
{{Image Processing Software
Computing in medical imaging
Neuroimaging
Neuroimaging software
Software that uses VTK