Devarajan Sridharan ReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs Proceedings of the AAAI Conference on Artificial Intelligence, 33 (2019) 630-638. (aaai.org)
Brain connectome2
In a similar manner, one could consider the brainconnectome, set of all neuronal connections, as one single entity, thus emphasizing the fact that the huge brain neuronal communication capacity and computational power critically relies on this subtle and incredibly complex connectivity architecture. (wikipedia.org)
Neuroanatomy content in the Central Nervous System tree [A08.186] was updated to reflect the current progress in neurobiomedical science and to accommodate search and retrieval of literature in brainconnectome and related disciplines. (bvsalud.org)
Macroscale2
2005). A connectome at the macroscale (millimeter resolution) attempts to capture large brain systems that can be parcellated into anatomically distinct modules (areas, parcels or nodes), each having a distinct pattern of connectivity. (wikipedia.org)
ASSESSMENT Gradient-based techniques were used to depict the perturbations in the multi-dimensional hierarchical structure of the macroscale connectome . (bvsalud.org)
Workbench5
Connectome Workbench is made available via the GNU General Public License, version 2. (osc.edu)
Workbench Command is a set of command-line tools that can be used to perform simple and complex operations within Connectome Workbench. (humanconnectome.org)
Version 1.5.0 of the Connectome Workbench is now publicly available for download for Mac, Windows and Linux. (humanconnectome.org)
Connectome Workbench is a brain visualization, analysis and discovery tool for fMRI and dMRI brain imaging data, including functional and structural connectivity data generated by the Human Connectome Project. (inm7.de)
Project16
Connectome is an open-source visualization and discovery tool used to explore data generated by the Human Connectome Project. (osc.edu)
A research effort called the Human Connectome Project is seeking to explore, define, and map the functional connections of the human brain. (news-medical.net)
An update on progress in and upcoming plans for the Human Connectome Project appears in the July issue of Neurosurgery, official journal of the Congress of Neurological Surgeons. (news-medical.net)
Analogous to the Human Genome Project-which mapped the human genetic code-the Human Connectome Project seeks to map 'the complete, point-to-point spatial connectivity of neural pathways in the brain,' according to Arthur W. Toga, PhD, and colleagues of David Geffen School of Medicine, University of California Los Angeles. (news-medical.net)
A new project, dubbed " The Human Connectome ," will take five years and cost $30 Million, will map out approximately 100 billion neurons and 150 trillion synapses. (bigthink.com)
The Human Connectome Project and Connectome Coordination Facility are funded by the National Institutes of Health, and all information in this site is available to the public domain. (humanconnectome.org)
The member universities of the Human Connectome Project take privacy very seriously, whether dealing with participant data or the data of those visiting this website. (humanconnectome.org)
After months of development, we are proud to announce the launch of the official website of the WashU-UMinn Human Connectome Project at www.humanconnectome.org. (humanconnectome.org)
One of the tenets of the Human Connectome Project is that the data we collect can only begin to be understood during the 5-year lifecycle of our initial grant. (humanconnectome.org)
This mailing list is used by the Human Connectome Project to make announcements of new data releases, updated software, and upcoming events. (humanconnectome.org)
The Connectome Neonatal System was developed as a joint project by Jo Hajnal, Centre for the Developing Brain & Department of Biomedical Engineering, St. Thomas Hospital, KCL London, U.K. and RAPID Biomedical to consistently gain high image quality when examining babies. (rapidbiomed.de)
This system is being used for the European Research Council funded "Developing Human Connectome Project" (319456). (rapidbiomed.de)
This more-detailed view of the hippocampus is just the latest from the NIH-funded Mouse Connectome Project. (nih.gov)
The Mouse Connectome Project isn't just for those with an interest in mice. (nih.gov)
If you are not familiar, the Human Connectome Project represents the scientific moonshot of mapping the neural pathways in the brain of healthy adults. (capitalcare.co)
Connectome is an ambitious project that will provide a seamless user experience between their home, place of work and all the places in between including vehicles, shops and transportation hubs. (coincheckup.com)
Structural8
In their 2005 paper, "The Human Connectome, a structural description of the human brain", Sporns et al. (wikipedia.org)
The connectome will significantly increase our understanding of how functional brain states emerge from their underlying structural substrate, and will provide new mechanistic insights into how brain function is affected if this structural substrate is disrupted. (wikipedia.org)
Linear Fascicle Evaluation (LiFE) is a state-of-the-art approach for pruning spurious connections in the estimated structural connectome, by optimizing its fit to the measured diffusion data. (aaai.org)
Linear classifiers, based on support vector machines, achieved over 80% accuracy in classifying AD patients from healthy controls based on their ReAl-LiFE pruned structural connectomes alone. (aaai.org)
Structural and functional connectomes are growing as essential instruments in the analysis of regular brain function and in the introduction of fresh biomarkers for a number of brain disorders. (sciencepop.org)
2012). For instance a recent paper analyzing structural connectomes in subjects with agenesis of the corpus callosum (AgCC) revealed that a key difference between the AgCC subjects and the controls was that the AgCC patients exhibited higher inter-subject variability within their systems (Owen et. (sciencepop.org)
The production and study of connectomes, known as connectomics, may range in scale from a detailed map of the full set of neurons and synapses within part or all of the nervous system of an organism to a macro scale description of the functional and structural connectivity between all cortical areas and subcortical structures. (smallpocketlibrary.com)
A connectome (pronounced con-nec'-tome) is the complete description of the structural connectivity of an organism's nervous system. (smallpocketlibrary.com)
Synapses1
A connectome is constructed by tracing the neuron in a nervous system and mapping where neurons are connected through synapses. (wikipedia.org)
Functional6
Despite such complex and variable structure-function mappings, the connectome is an indispensable basis for the mechanistic interpretation of dynamic brain data, from single-cell recordings to functional neuroimaging. (wikipedia.org)
Functional Connectome Hierarchy Distortions in Female Nurses With Occupational Burnout and Its Gene Expression Signatures. (bvsalud.org)
Functional connectome impairments associated with occupational burnout were widely distributed, involving both low-level sensorimotor cortices and high-level association cortices. (bvsalud.org)
To investigate whether there are hierarchical perturbations in the functional connectomes and if these perturbations are potentially influenced by genetic factors in nurses who feel "burned out. (bvsalud.org)
Maladaptive Changes in Delay Discounting in Males during the Covid-19 Pandemic: The Predictive Role Of Functional Connectome. (cdc.gov)
Functional Connectome Prediction of Anxiety Related to the COVID-19 Pandemic. (cdc.gov)
Connectomics3
Connectomics" (Hagmann, 2005) has been defined as the science concerned with assembling and analyzing connectome data sets. (wikipedia.org)
Fueled by this this methodological breakthrough in connectomics, the researchers analyzed the connectome for the patterns of circuitry present. (mpg.de)
In Connectome: How the Brain's Wiring Makes Us Who We Are , MIT Professor of Computational Neuroscience Sebastian Seung proposes a new model for understanding the totality of selfhood, one based the emerging science of connectomics - a kind of neuroscience of the future that seeks to map and understand the brain much like genomics has mapped the genome. (themarginalian.org)
Predictive1
Connectome-based predictive modeling of trait forgiveness. (medscape.com)
Diffusion1
Our regularized, accelerated, LiFE algorithm ("ReAl-LiFE") estimates sparser connectomes that also provide more accurate fits to the underlying diffusion signal. (aaai.org)
Mammalian1
Generating high-resolution anatomical maps at the scales necessary to characterize mammalian brain connectomes and projectomes will both press the boundaries of current computational capabilities and drive innovations in data science including artificial intelligence and machine learning. (nih.gov)
Mapping2
The term "connectome" was more recently popularized by Sebastian Seung's I am my Connectome speech given at the 2010 TED conference, which discusses the high-level goals of mapping the human connectome, as well as ongoing efforts to build a three-dimensional neural map of brain tissue at the microscale. (wikipedia.org)
More broadly, a connectome would include the mapping of all neural connections within an organism's nervous system. (smallpocketlibrary.com)
Framework1
Thus, our results reflect surprisingly simple design principles of real connectomes in three different systems and species, and offer a novel general computational framework for analyzing connectomes and linking structure and function in neural circuits. (biorxiv.org)
Genome2
A "connectome" denotes the sum total of connections between the neurons in a nervous system and, like "genome," implies completeness. (themarginalian.org)
Did you know that our connectome is presumed to be as individual as our genome ? (capitalcare.co)
Connectivity2
The significance of the connectome stems from the realization that the structure and function of the human brain are intricately linked, through multiple levels and modes of brain connectivity. (wikipedia.org)
Given the methodological uncertainties involved in inferring connectivity from the primary experimental data, and given that there are likely to be large differences in the connectomes of different individuals, any unified map will likely rely on probabilistic representations of connectivity data (Sporns et al. (wikipedia.org)
Neuronal1
Even contemporary definitions of the connectome rest upon the formulation of a neuronal theory that has been proposed over a hundred years ago. (nih.gov)
Cerebral1
Dense connectome from the mouse cerebral cortex, the largest connectome to date. (mpg.de)
Humans1
Connectome allows the users to interface with a familiar AR-enabled Virtual Human Agent (VHA) that can behave like humans such as detecting objects, recognizing sounds and reacting in real-time across devices and locations. (coincheckup.com)
Argue2
We propose to call this dataset the human "connectome," and we argue that it is fundamentally important in cognitive neuroscience and neuropsychology. (wikipedia.org)
We also argue that many contemporary maps are inaccurate surrogates of the true anatomy and a comprehensive connectome of the human brain remains a far distant point in the history to come. (nih.gov)
Neural connections1
In 2005, Dr. Olaf Sporns at Indiana University and Dr. Patric Hagmann at Lausanne University Hospital independently and simultaneously suggested the term "connectome" to refer to a map of the neural connections within the brain. (wikipedia.org)
Data2
2004). Established methods of brain research, such as axonal tracing, provided early avenues for building connectome data sets. (wikipedia.org)
The participant data from our research into the Human Connectome that is stored in our XNAT server is de-identified, and contains no personal health information (PHI). (humanconnectome.org)
Gene1
In collaboration with Dr Petra Vértes, [ 1 ] we found that gene expression in the hubs of the connectome are associated with genes denoting risk for schizophrenia and also the expression of cells called oligodendrocytes. (medscape.com)
Fibers1
Here, we introduce a GPU-based implementation of LiFE that achieves 50-100x speedups over conventional CPU-based implementations for connectome sizes of up to several million fibers. (aaai.org)
Abstract1
T he piece Chaotic Connectome, 2013 was the first microetching produced by the artists and is of an abstract neural landscape. (sothebys.com)
Models3
Here, we learn probabilistic generative models for the connectomes of the olfactory bulb of zebrafish, part of the mouse visual cortex, and of C. elegans . (biorxiv.org)
This paper research essential extensions of regular stochastic models that produce them better modified for evaluation of connectomes and develops fresh statistical fitted methodologies that take into account inter-subject variants. (sciencepop.org)
Using connectome-based models of working memory to predict emotion regulation in older adults. (medscape.com)
Publication1
Scholars@Duke publication: Transcribing the connectome: roles for transcription factors and chromatin regulators in activity-dependent synapse development. (duke.edu)
Term2
Connectome is a term with a short history but a long past. (nih.gov)
The term "connectome" is used primarily in scientific efforts to capture, map, and understand the organization of neural interactions within the brain. (smallpocketlibrary.com)
From simple graphs to the connectome: networks in neuroimaging. (crossref.org)
Individuals1
We estimated million fiber whole-brain connectomes, followed by pruning with ReAl-LiFE, for 90 individuals (45 AD patients and 45 healthy controls). (aaai.org)
Large2
Yet, LiFE imposes heavy demands on computing time, precluding its use in analyses of large connectome databases. (aaai.org)
Impaired function after a stroke is due to cell loss, but also because of reduced activity in large parts of the connectome in the undamaged brain. (lu.se)
Time2
A myriad of proto-connectome maps have been produced throughout the centuries, each one reflecting the theory and method of investigation that prevailed at the time. (nih.gov)
To avoid setting the environmental variables each time you run The Connectome Analyzer, you can edit your bash configuration file. (cmtk.org)
Local1
Download the Connectome Analyzer zip file and move it to the folder you want to install it (eg: /usr/local/The_Connectome_Analyzer). (cmtk.org)