Outline of brain mapping
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The following outline is provided as an overview of and topical guide to brain mapping:
Brain mapping Brain mapping is a set of neuroscience techniques predicated on the mapping of (biological) quantities or properties onto spatial representations of the (human or non-human) brain resulting in maps. According to the definition established in ...
– set of neuroscience techniques predicated on the mapping of (biological) quantities or properties onto spatial representations of the (human or non-human) brain resulting in maps. Brain mapping is further defined as the study of the anatomy and function of the brain and spinal cord through the use of imaging (including intra-operative, microscopic, endoscopic and multi-modality imaging), immunohistochemistry, molecular and optogenetics, stem cell and cellular biology, engineering (material, electrical and biomedical), neurophysiology and nanotechnology.


Broad scope

* History of neuroscience *
History of neurology The study of neurology and neurosurgery dates back to prehistoric times, but the academic disciplines did not begin until the 16th century. From an observational science they developed a systematic way of approaching the nervous system and possib ...
*
Brain mapping Brain mapping is a set of neuroscience techniques predicated on the mapping of (biological) quantities or properties onto spatial representations of the (human or non-human) brain resulting in maps. According to the definition established in ...
*
Human brain The human brain is the central organ of the human nervous system, and with the spinal cord makes up the central nervous system. The brain consists of the cerebrum, the brainstem and the cerebellum. It controls most of the activities of ...
*
Neuroscience Neuroscience is the science, scientific study of the nervous system (the brain, spinal cord, and peripheral nervous system), its functions and disorders. It is a Multidisciplinary approach, multidisciplinary science that combines physiology, an ...
*
Nervous system In biology, the nervous system is the highly complex part of an animal that coordinates its actions and sensory information by transmitting signals to and from different parts of its body. The nervous system detects environmental changes ...
.


The neuron doctrine

*
Neuron doctrine The neuron doctrine is the concept that the nervous system is made up of discrete individual cells, a discovery due to decisive neuro-anatomical work of Santiago Ramón y Cajal and later presented by, among others, H. Waldeyer-Hartz. The term ' ...
– A set of carefully constructed elementary set of observations regarding neurons. ''For more granularity, more current, and more advanced topics, see the cellular level section'' * Asserts that neurons fall under the broader
cell theory In biology, cell theory is a scientific theory first formulated in the mid-nineteenth century, that living organisms are made up of cells, that they are the basic structural/organizational unit of all organisms, and that all cells come from pre ...
, which postulates: ** All living organisms are composed of one or more cells. ** The cell is the basic unit of structure, function, and organization in all organisms. ** All cells come from preexisting, living cells. * The Neuron doctrine postulates several elementary aspects of neurons: ** The brain is made up of individual cells (neurons) that contain specialized features such as
dendrite Dendrites (from Greek δένδρον ''déndron'', "tree"), also dendrons, are branched protoplasmic extensions of a nerve cell that propagate the electrochemical stimulation received from other neural cells to the cell body, or soma, of the ...
s, a cell body, and an
axon An axon (from Greek ἄξων ''áxōn'', axis), or nerve fiber (or nerve fibre: see spelling differences), is a long, slender projection of a nerve cell, or neuron, in vertebrates, that typically conducts electrical impulses known as action p ...
. ** Neurons are cells differentiable from other tissues in the body. ** Neurons differ in size, shape, and structure according to their location or functional specialization. ** Every neuron has a nucleus, which is the trophic center of the cell (The part which must have access to nutrition). If the cell is divided, only the portion containing the nucleus will survive. **
Nerve fiber An axon (from Greek ἄξων ''áxōn'', axis), or nerve fiber (or nerve fibre: see spelling differences), is a long, slender projection of a nerve cell, or neuron, in vertebrates, that typically conducts electrical impulses known as action p ...
s are the result of cell processes and the outgrowths of nerve cells. (Several axons are bound together to form one nerve fibril. See also:
Neurofilament Neurofilaments (NF) are classed as type IV intermediate filaments found in the cytoplasm of neurons. They are protein polymers measuring 10 nm in diameter and many micrometers in length. Together with microtubules (~25 nm) and mi ...
. Several nerve fibrils then form one large nerve fiber.
Myelin Myelin is a lipid-rich material that surrounds nerve cell axons (the nervous system's "wires") to insulate them and increase the rate at which electrical impulses (called action potentials) are passed along the axon. The myelinated axon can ...
, an electrical insulator, forms around selected axons. ** Neurons are generated by cell division. ** Neurons are connected by sites of contact and not via cytoplasmic continuity. (A
cell membrane The cell membrane (also known as the plasma membrane (PM) or cytoplasmic membrane, and historically referred to as the plasmalemma) is a biological membrane that separates and protects the interior of all cells from the outside environment (t ...
isolates the inside of the cell from its environment. Neurons do not communicate via direct cytoplasm to cytoplasm contact.) ** Law of dynamic polarization. Although the axon can conduct in both directions, in tissue there is a preferred ''direction'' of transmission from cell to cell. * Elements added later to the initial Neuron doctrine ** A barrier to transmission exists at the site of contact between two neurons that may permit transmission. (Synapse) ** Unity of transmission. If a contact is made between two cells, then that contact can be either ''excitatory'' or ''inhibitory'', but will always be of the same type. ** Dale's law, each nerve terminal releases a ''single'' type of neurotransmitter. * Some of the basic postulates in the Neuron doctrine have been subsequently questioned, refuted, or updated. See the cellular level section topics for additional information.


Map, atlas, and database projects

* Brain Activity Map Project – 2013 NIH $3 billion project to map every neuron in the human brain in ten years, based upon the Human Genome Project. :* NIH Brain Research through Advancing Innovative Neurotechnologies (BRAIN) Initiativ

:* Community outreach site for above where the public may commen

* Human Brain Project (EU) – 1 billion euro, 10-year project to simulate the human brain with supercomputers. :* BigBrain A high-resolution 3D atlas of the human brain created as part of the HBP. *
Human Connectome Project The Human Connectome Project (HCP) is a five-year project sponsored by sixteen components of the National Institutes of Health, split between two consortia of research institutions. The project was launched in July 2009 as the first of three Grand ...
– 2009 NIH $30 million project to build a network map of the human brain, including structural (anatomical) and functional elements. Emphasis included research into dyslexia, autism, Alzheimer's disease, and schizophrenia. See also
Connectome A connectome () is a comprehensive map of neural connections in the brain, and may be thought of as its "wiring diagram". An organism's nervous system is made up of neurons which communicate through synapses. A connectome is constructed by tr ...
a, comprehensive map of neural connections in the brain. *
Allen Brain Atlas The Allen Mouse and Human Brain Atlases are projects within the Allen Institute for Brain Science which seek to combine genomics with neuroanatomy by creating gene expression maps for the mouse and human brain. They were initiated in September 2 ...
– 2003 $100 million project funded by Paul Allen (Microsoft) *
BrainMaps BrainMaps is an NIH-funded interactive zoomable high-resolution digital brain atlas and virtual microscope that is based on more than 140 million megapixels (140 terabytes) of scanned images of serial sections of both primate and non-primate br ...
– National Institute of Health (NIH) database including 60 terabytes of image scans of primate and non-primates, integrated with information covering structure and function. *
NeuroNames ''NeuroNames'' is an integrated nomenclature for structures in the brain and spinal cord of the four species most studied by neuroscientists: human, macaque, rat and mouse. It offers a standard, controlled vocabulary of common names for structur ...
– Defines the brain in terms of about 550 ''primary'' structures (about 850 ''unique'' structures) to which all other structures, names, and synonyms are related. About 15,000 neuroanatomical terms are cross indexed, including many synonyms in seven languages. Coverage includes the brain and spinal cord of the four species most frequently studied by neuroscientists: human, macaque (monkey), rat and mouse. The controlled, standardized vocabulary for each structure is located in an unambiguous, strict physical hierarchy, and these terms are selected based on ease of pronunciation, mnemonic value, and frequency of use in recent neuroscientific publications. Relation of each structure to its superstructures and substructures is included. The controlled vocabulary is suitable for uniquely indexing neuroanatomical information in digital databases. *
Decade of the Brain The Decade of the Brain was a designation for 1990–1999 by U.S. president George H. W. Bush as part of a larger effort involving the Library of Congress and the National Institute of Mental Health of the National Institutes of Health "to enhance ...
1990–1999 promotion by NIH and the Library of Congress "to enhance public awareness of the benefits to be derived from brain research". Communications targeted Members of Congress, staffs, and the general public to promote funding. * Talairach Atlas see
Jean Talairach Jean Talairach (January 15, 1911 – March 15, 2007) was a psychiatrist and neurosurgeon who practiced at the Sainte-Anne Hospital Center in Paris, and who is noted for the Talairach coordinates, which are relevant in stereotactic neurosurgery. ...
* Harvard Whole Brain Atlas see
Human brain The human brain is the central organ of the human nervous system, and with the spinal cord makes up the central nervous system. The brain consists of the cerebrum, the brainstem and the cerebellum. It controls most of the activities of ...
* MNI Template see
Medical image computing Medical image computing (MIC) is an interdisciplinary field at the intersection of computer science, information engineering, electrical engineering, physics, mathematics and medicine. This field develops computational and mathematical methods fo ...
*
Blue Brain Project The Blue Brain Project is a Swiss brain research initiative that aims to create a digital reconstruction of the mouse brain. The project was founded in May 2005 by the Brain and Mind Institute of ''École Polytechnique Fédérale de Lausanne'' (EP ...
and
Artificial brain An artificial brain (or artificial mind) is software and hardware with cognitive abilities similar to those of the animal or human brain. Research investigating "artificial brains" and brain emulation plays three important roles in science: #An o ...
* International Consortium for Brain Mapping see
Brain Mapping Brain mapping is a set of neuroscience techniques predicated on the mapping of (biological) quantities or properties onto spatial representations of the (human or non-human) brain resulting in maps. According to the definition established in ...
*
List of neuroscience databases A number of online neuroscience databases are available which provide information regarding gene expression, neurons, macroscopic brain structure, and neurological or psychiatric disorders. Some databases contain descriptive and numerical data, som ...
* NIH Toolbox National Institute of Health (USA) toolbox for the assessment of neurological and behavioral function *
Organization for Human Brain Mapping The Organization for Human Brain Mapping (OHBM) is an organization of scientists with the main aim of organizing an annual meeting ("Annual Meeting of the Organization for Human Brain Mapping"). The organization was established in 1995 at the fir ...
The Organization for Human Brain Mapping (OHBM) is an international society dedicated to using neuroimaging to discover the organization of the human brain.


Imaging and recording systems

This section covers imaging and recording systems. The general section covers history, neuroimaging, and techniques for mapping specific neural connections. The specific systems section covers the various specific technologies, including experimental and widely deployed imaging and recording systems.


General

* Most imaging work to date on individual neurons has been conducted outside the brain, typically on large neurons, and has been most frequently destructive. New techniques are however rapidly emerging. Search on ''"Single neuron imaging"'' and see related topics: Biological neuron model,
Single-unit recording In neuroscience, single-unit recordings provide a method of measuring the electro-physiological responses of a single neuron using a microelectrode system. When a neuron generates an action potential, the signal propagates down the neuron as a cu ...
,
Neural oscillation Neural oscillations, or brainwaves, are rhythmic or repetitive patterns of neural activity in the central nervous system. Neural tissue can generate oscillatory activity in many ways, driven either by mechanisms within individual neurons or by ...
,
Computational neuroscience Computational neuroscience (also known as theoretical neuroscience or mathematical neuroscience) is a branch of neuroscience which employs mathematical models, computer simulations, theoretical analysis and abstractions of the brain to u ...
. dMRI (above) is also promising in non-destructive imaging of single neurons inside the brain. *
History of neuroimaging The first neuroimaging technique ever is the so-called 'human circulation balance' invented by Angelo Mosso in the 1880s and able to non-invasively measure the redistribution of blood during emotional and intellectual activity. Then, in the early ...
(redirects from Brain scanner) *
Neuroimaging Neuroimaging is the use of quantitative (computational) techniques to study the structure and function of the central nervous system, developed as an objective way of scientifically studying the healthy human brain in a non-invasive manner. Incr ...
(redirects from Brain function map) * Connectomics – mapping technique showing neural connections in a nervous system.


Specific systems

*
Cortical stimulation mapping Cortical stimulation mapping (CSM) is a type of electrocorticography that involves a physically invasive procedure and aims to localize the function of specific brain regions through direct electrical stimulation of the cerebral cortex. It remains ...
*
Diffusion MRI Diffusion-weighted magnetic resonance imaging (DWI or DW-MRI) is the use of specific MRI sequences as well as software that generates images from the resulting data that uses the diffusion of water molecules to generate contrast in MR images. It ...
(dMRI) – includes ''diffusion tensor imaging (DTI)'' and ''diffusion functional MRI (DfMRI)''. dMRI is a recent breakthrough in brain mapping allowing the visualization of cross connections between different anatomical parts of the brain. It allows noninvasive imaging of white matter fiber structure and in addition to mapping can be useful in clinical observations of abnormalities, including damage from stroke. *
Electroencephalography Electroencephalography (EEG) is a method to record an electrogram of the spontaneous electrical activity of the brain. The biosignals detected by EEG have been shown to represent the postsynaptic potentials of pyramidal neurons in the neocorte ...
(EEG) – uses electrodes on the scalp and other techniques to detect the electrical flow of currents. *
Electrocorticography Electrocorticography (ECoG), or intracranial electroencephalography (iEEG), is a type of electrophysiological monitoring that uses electrodes placed directly on the exposed surface of the brain to record electrical activity from the cerebral co ...
– intracranial EEG, the practice of using electrodes placed directly on the exposed surface of the brain to record electrical activity from the cerebral cortex. * Electrophysiological techniques for clinical diagnosis *
Functional magnetic resonance imaging Functional magnetic resonance imaging or functional MRI (fMRI) measures brain activity by detecting changes associated with blood flow. This technique relies on the fact that cerebral blood flow and neuronal activation are coupled. When an area o ...
(fMRI) *
Medical image computing Medical image computing (MIC) is an interdisciplinary field at the intersection of computer science, information engineering, electrical engineering, physics, mathematics and medicine. This field develops computational and mathematical methods fo ...
(brain research of leads medical and surgical uses of mapping technology) *
Neurostimulation Neurostimulation is the purposeful modulation of the nervous system's activity using invasive (e.g. microelectrodes) or non-invasive means (e.g. transcranial magnetic stimulation or transcranial electric stimulation, tES, such as tDCS or trans ...
(in research stimulation is frequently used in conjunction with imaging) *
Positron emission tomography Positron emission tomography (PET) is a functional imaging technique that uses radioactive substances known as radiotracers to visualize and measure changes in metabolic processes, and in other physiological activities including blood flow, ...
(PET) – a nuclear medical imaging technique that produces a three-dimensional image or picture of functional processes in the body. The system detects pairs of gamma rays emitted indirectly by a positron-emitting radionuclide (tracer), which is introduced into the body on a biologically active molecule. Three-dimensional images of tracer concentration within the body are then constructed by computer analysis. In modern scanners, three dimensional imaging is often accomplished with the aid of a CT X-ray scan performed on the patient during the same session, in the same machine.


Imaging and recording componentry


Electrochemical

*
Haemodynamic response In haemodynamics, the body must respond to physical activities, external temperature, and other factors by homeostatically adjusting its blood flow to deliver nutrients such as oxygen and glucose to stressed tissues and allow them to function. ...
– the rapid delivery of blood to active neuronal tissues. Blood Oxygenation Level Dependent signal (BOLD), corresponds to the concentration of deoxyhemoglobin. The BOLD effect is based on the fact that when neuronal activity is increased in one part of the brain, there is also an increased amount of cerebral blood flow to that area. Functional magnetic resonance imaging is enabled by the detection of the BOLD signal. *
Event-related functional magnetic resonance imaging Event-related functional magnetic resonance imaging (efMRI) is a technique used in magnetic resonance imaging of medical patients. EfMRI is used to detect changes in the BOLD ( blood oxygen level dependent) hemodynamic response to neural activity ...
can be used to detect changes in the Blood Oxygen Level Dependent (BOLD) hemodynamic response to neural activity in response to certain events.


Electrical

*
Event-related potential An event-related potential (ERP) is the measured brain response that is the direct result of a specific sensory, cognitive, or motor event. More formally, it is any stereotyped electrophysiological response to a stimulus. The study of the bra ...
– positive and negative 10μ to 100μ Volts (μ is millionths) responses, measured via noninvasive electrodes attached to the scalp, that are the reliable and repeatable results of a certain specific sensory, cognitive, or motor event. These are also called ''a stereotyped electrophysiological response to a stimulus.'' They are called somatosensory evoked potentials when they are elicited by sensory (vs. cognitive or motor) event stimuli. The voltage swing sequences are recorded and broken down by positive and negative, and by how long after the stimulus they are observed. For example, 100is a negative swing observed between 80 and 120 milliseconds (100 being the midpoint) after the onset of the stimulus. Alternatively, the voltage swings are labeled based on their order, N1 being the first negative swing observed, N2 the second negative swing, etc. See:
N100 (neuroscience) In neuroscience, the N100 or N1 is a large, negative-going evoked potential measured by electroencephalography (its equivalent in magnetoencephalography is the M100); it peaks in adults between 80 and 120 milliseconds after the onset of a stimul ...
,
N200 (neuroscience) The N200, or N2, is an event-related potential (ERP) component. An ERP can be monitored using a non-invasive electroencephalography (EEG) cap that is fitted over the scalp on human subjects. An EEG cap allows researchers and clinicians to monitor t ...
, P300 (neuroscience),
N400 (neuroscience) The N400 is a component of time-locked EEG signals known as event-related potentials (ERP). It is a negative-going deflection that peaks around 400 milliseconds post-stimulus onset, although it can extend from 250-500 ms, and is typically maximal o ...
,
P600 (neuroscience) The P600 is an event-related potential (ERP) component, or peak in electrical brain activity measured by electroencephalography (EEG). It is a language-relevant ERP component and is thought to be elicited by hearing or reading grammatical errors ...
. The first negative and positive swings (see
Visual N1 The visual N1 is a visual evoked potential, a type of event-related electrical potential (ERP), that is produced in the brain and recorded on the scalp. The N1 is so named to reflect the polarity and typical timing of the component. The "N" indi ...
,
C1 and P1 (neuroscience) The C1 and P1 (also called the P100) are two human scalp-recorded event-related brain potential ( event-related potential (ERP)) components, collected by means of a technique called electroencephalography (EEG). The C1 is named so because it was t ...
) in response to visual stimulation are of particular interest in studying sensitivity and selectiveness of attention.


Electromagnetic

*
Magnetoencephalography Magnetoencephalography (MEG) is a functional neuroimaging technique for mapping brain activity by recording magnetic fields produced by electrical currents occurring naturally in the brain, using very sensitive magnetometers. Arrays of SQUIDs (s ...
– a technique for mapping brain activity by recording magnetic fields produced by electrical currents occurring naturally in the brain, using very sensitive magnetometers In research, MEG's primary use is the measurement of ''time courses'' of activity. MEG can resolve events with a precision of 10 milliseconds or faster, while functional MRI (fMRI), which depends on changes in blood flow, can at best resolve events with a precision of several hundred milliseconds. MEG also accurately pinpoints sources in primary auditory, somatosensory and motor areas. For creating functional maps of human cortex during more complex cognitive tasks, MEG is most often combined with fMRI, as the methods complement each other. Neuronal (MEG) and hemodynamic (fMRI) data do not necessarily agree, in spite of the tight relationship between local field potentials (LFP) and blood oxygenation level dependent (BOLD) signals


Radiological

* Positron-emitting radionuclide (tracer). See
Positron emission tomography Positron emission tomography (PET) is a functional imaging technique that uses radioactive substances known as radiotracers to visualize and measure changes in metabolic processes, and in other physiological activities including blood flow, ...
*
Altanserin Altanserin is a compound that Binding (molecular), binds to the 5-HT2A receptor, 5-HT2A receptor (5-Hydroxytryptamine (serotonin) 2A receptor). Labeled with the isotope fluorine-18 it is used as a radioligand in positron emission tomography (PET) ...
– a compound that binds to a serotonin receptor. When labeled with the isotope fluorine-18 it is used as a radioligand in positron emission tomography (PET) studies of the brain.


Visual processing and image enhancement

* Scientific visualization – an interdisciplinary branch of science primarily concerned with the visualization of three-dimensional phenomena (including medical, biological, and others), where the emphasis is on realistic renderings of volumes, surfaces, illumination sources, and so forth, perhaps with a dynamic (time) component. It is considered a branch of computer science that is a subset of computer graphics. Brain mapping is a leading beneficiary of advances in scientific visualization. *
Blob detection In computer vision, blob detection methods are aimed at detecting regions in a digital image that differ in properties, such as brightness or color, compared to surrounding regions. Informally, a blob is a region of an image in which some propert ...
– an area in computer vision, A blob is a region of a digital image in which some properties (such as brightness or color, compared to areas surrounding those regions) are constant or vary within a prescribed range of values; all the points in a blob can be considered in some sense to be similar to each other


Information technology

*
Determining the number of clusters in a data set Determining the number of clusters in a data set, a quantity often labelled ''k'' as in the ''k''-means algorithm, is a frequent problem in data clustering, and is a distinct issue from the process of actually solving the clustering problem. For a ...
– a typical application is in data reduction: as the increase in temporal resolution of fMRI experiments routinely yields fMRI sequences containing several hundreds of images, it is sometimes necessary to invoke feature extraction to reduce the dimensionality of the data space. *
Fractional anisotropy Fractional anisotropy (FA) is a scalar value between zero and one that describes the degree of anisotropy of a diffusion process. A value of zero means that diffusion is isotropic, i.e. it is unrestricted (or equally restricted) in all directions. A ...
– a measure often used in diffusion imaging where it is thought to reflect fiber density, axonal diameter, and myelination in white matter. The FA is an extension of the concept of eccentricity of conic sections in three dimensions, normalized to the unit range.
Anisotropy Anisotropy () is the property of a material which allows it to change or assume different properties in different directions, as opposed to isotropy. It can be defined as a difference, when measured along different axes, in a material's physic ...
is the property of being directionally dependent, as opposed to isotropy, which implies identical properties in all directions. *
General linear model The general linear model or general multivariate regression model is a compact way of simultaneously writing several multiple linear regression models. In that sense it is not a separate statistical linear model. The various multiple linear regr ...
– a statistical linear model. It may be written as Y=XB +U where Y is a matrix with series of multivariate measurements, X is a matrix that might be a design matrix, B is a matrix containing parameters that are usually to be estimated, and U is a matrix containing errors or noise. It is frequently used in the analysis of multiple brain scans in scientific experiments where Y contains data from brain scanners, X contains experimental design variables and confounds. See also:
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 ...
*
Resampling (statistics) In statistics, resampling is the creation of new samples based on one observed sample. Resampling methods are: # Permutation tests (also re-randomization tests) # Bootstrapping In general, bootstrapping usually refers to a self-starting proces ...
see section on permutation tests. Nonparametric Permutation Tests are used in fMRI.


Software packages

*
Analysis of Functional NeuroImages Analysis of Functional NeuroImages (AFNI) is an open-source environment for processing and displaying functional MRI data—a technique for mapping human brain activity. AFNI is an agglomeration of programs that can be used interactively or fle ...
– an open-source environment for processing and displaying functional MRI data * Cambridge Brain Analysis – a software repository developed at University of Cambridge for functional magnetic resonance imaging (fMRI) analysis under the GNU General Public License and runs under Linux. *
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 ...
– a statistical technique for examining differences in brain activity recorded during functional neuroimaging experiments using neuroimaging technologies such as fMRI or PET. It may also refer to a specific piece of software created by the Wellcome Department of Imaging Neuroscience (part of University College London) to carry out such analyses. *
ITK-SNAP ITK-SNAP is an interactive software application that allows users to navigate three-dimensional medical images, manually delineate anatomical regions of interest, and perform automatic image segmentation. The software was designed with the audien ...
an interactive software application that allows users to navigate three-dimensional medical images, manually delineate anatomical regions of interest, and perform automatic image segmentation. Its most frequently used to work with magnetic resonance imaging (MRI) and computed tomography (CT) data sets. * The
Budapest Reference Connectome The Budapest Reference Connectome server computes the frequently appearing anatomical brain connections of 418 healthy subjects. It has been prepared from diffusion MRI datasets of the Human Connectome Project into a reference connectome (or b ...
server generates consensus braingraphs with selectable parameters; the graphs can be downloaded in annotated
GraphML GraphML is an XML-based file format for graphs. The GraphML file format results from the joint effort of the graph drawing community to define a common format for exchanging graph structure data. It uses an XML-based syntax and supports the enti ...
format, and can also be viewed instantly on the site.


Scientists, academics and researchers

* Mark S. Cohen neuroscientist Professor at the UCLA. Early pioneer of functional brain imaging using magnetic resonance imaging (MRI). *
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 ...
neuroscientist and Professor University of California, San Diego. He developed
FreeSurfer FreeSurfer is a brain imaging software package originally developed by Bruce Fischl, Anders Dale, Martin Sereno, and Doug Greve. Development and maintenance of FreeSurfer is now the primary responsibility of the Laboratory for Computational Neu ...
brain imaging analysis software that facilitates the visualization of the functional regions of the highly folded cerebral cortex. * Pierre Flor-Henry demonstrated in a study of epileptic psychosis, that schizophrenia relates to left and manic-depressive states relate to right hemisphere epilepsies * Angela D. Friederici director at the Max Planck Institute for Human Cognitive and Brain Sciences in Leipzig, Germany with a specialization in neuropsychology and linguistics. * Karl J. Friston British neuroscientist and authority on brain imaging. Inventor of
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 ...
* Isabel Gauthier neuroscientist and head of the Object Perception Lab at Vanderbilt University * Matthew Howard, III Professor of Neurosurgery at the University of Iowa known for contributions in the field of human brain mapping using intracranial electrophysiology. * Dr. Surbhi Jain, the first female neurosurgeon from State of Rajasthan. Practices at the Moffitt Cancer Center, Tampa, Florida, and holds world's record for the most number of patients treated by brain mapping guided brain surgery. *
Gitte Moos Knudsen Gitte Moos Knudsen (legal name Karen Birgitte Moos Knudsen) is a Danish translational neurobiologist and clinical neurologist, and Clinical Professor and Chief Physician at the Department of Clinical Medicine, Neurology, Psychiatry and Sensory S ...
Gitte Moos Knudsen neurobiologist and clinical neurologist professor at Copenhagen University Hospital. *
Kenneth Kwong Kenneth Kin Man Kwong is a Hong Kong-born American nuclear physicist. He is a pioneer in human brain imaging. He received his bachelor's degree in Political Science in 1972 from the University of California, Berkeley. He went on to receive his ...
Scientist at Harvard University known for his work in fMRI *
Robert Livingston (scientist) Robert Burr Livingston (October 9, 1918 – April 26, 2002) was an American physician, neuroscientist, and social activist. Early life Livingston was born on October 9, 1918 in Boston. He completed his undergraduate studies (in 1940), medical de ...
(October 9, 1918 – April 26, 2002) neuroscientist in 1964 Livingston founded the neuroscience department, the first of its kind in the world, at the newly built University of California, San Diego. His best known research was in the computer mapping and imaging of the human brain. His interest in the brain also extended to questions of cognition, consciousness, emotions, and spirituality. * Helen S. Mayberg – professor of neurology and psychiatry at Emory University. Specialization includes delineating abnormal brain function in patients with major depression using functional neuroimaging. *
Geraint Rees Geraint Ellis Rees is Vice- Provost of research, innovation & global engagement at University College London (UCL). Previously he served as Dean of the UCL Faculty of Life Sciences, UCL Pro-Provost (Academic Planning), Pro-Vice-Provost (AI) and ...
head of the University College London Faculty of Brain Sciences * Sidarta Ribeiro neuroscientist and Director of the Brain Institute at Universidade Federal do Rio Grande do Norte * Perminder Sachdev Neuropsychiatrist Professor at University of New South Wales and director of the Centre for Healthy Brain Ageing * Pedro Antonio Valdes-Sosa Vice-Director of the Cuban Neuroscience Center which he cofounded in 1990. His specialization includes the statistical analysis of electrophysiological measurements, neuroimaging (fMRI, EEG and MEG tomography), nonlinear dynamical modeling of brain functions including software and electrophysiological equipment development. Member of the Editorial Boards of ''NeuroImage'', Medicc, Audioology and Neurotology, ''PLosOne'', and Brain Connectivity. * Robert Turner director at the Max Planck Institute for Human Cognitive and Brain Sciences in Leipzig, Germany with a specialization in brain physics and magnetic resonance imaging (MRI). He is credited with creating the design for the coils found inside every MRI scanner. *
Arno Villringer Arno Villringer (born 1958, Schopfheim, Germany) is a Director at the Department of Neurology at the Max Planck Institute for Human Cognitive and Brain Sciences in Leipzig, Germany; Director of the Department of Cognitive Neurology at Universi ...
Director at the Max Planck Institute for Human Cognitive and Brain Sciences in Leipzig, Germany


Journals


See also

* Outline of the human brain * Outline of neuroscience ; See also categories


Notes and references

{{DEFAULTSORT:Brain mapping, outline of
brain mapping Brain mapping is a set of neuroscience techniques predicated on the mapping of (biological) quantities or properties onto spatial representations of the (human or non-human) brain resulting in maps. According to the definition established in ...
brain mapping Brain mapping is a set of neuroscience techniques predicated on the mapping of (biological) quantities or properties onto spatial representations of the (human or non-human) brain resulting in maps. According to the definition established in ...
Brain Neuroimaging Neuroinformatics Psychology lists