IntrAnat Electrodes: A Free Database and Visualization Software for Intracranial Electroencephalographic Data Processed for Case and Group Studies

In some cases of pharmaco-resistant and focal epilepsies, intracranial recordings performed epidurally (electrocorticography, ECoG) and/or in depth (stereoelectroencephalography, SEEG) can be required to locate the seizure onset zone and the eloquent cortex before surgical resection. In SEEG, each e...

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Main Authors: Pierre Deman, Manik Bhattacharjee, François Tadel, Anne-Sophie Job, Denis Rivière, Yann Cointepas, Philippe Kahane, Olivier David
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Series:Frontiers in Neuroinformatics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fninf.2018.00040/full
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language English
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author Pierre Deman
Pierre Deman
Manik Bhattacharjee
Manik Bhattacharjee
François Tadel
François Tadel
Anne-Sophie Job
Anne-Sophie Job
Anne-Sophie Job
Denis Rivière
Denis Rivière
Yann Cointepas
Yann Cointepas
Philippe Kahane
Philippe Kahane
Philippe Kahane
Olivier David
Olivier David
spellingShingle Pierre Deman
Pierre Deman
Manik Bhattacharjee
Manik Bhattacharjee
François Tadel
François Tadel
Anne-Sophie Job
Anne-Sophie Job
Anne-Sophie Job
Denis Rivière
Denis Rivière
Yann Cointepas
Yann Cointepas
Philippe Kahane
Philippe Kahane
Philippe Kahane
Olivier David
Olivier David
IntrAnat Electrodes: A Free Database and Visualization Software for Intracranial Electroencephalographic Data Processed for Case and Group Studies
Frontiers in Neuroinformatics
stereoelectroencephalography
epilepsy surgery
Python software
multimodal neuroimaging
database and tools development
author_facet Pierre Deman
Pierre Deman
Manik Bhattacharjee
Manik Bhattacharjee
François Tadel
François Tadel
Anne-Sophie Job
Anne-Sophie Job
Anne-Sophie Job
Denis Rivière
Denis Rivière
Yann Cointepas
Yann Cointepas
Philippe Kahane
Philippe Kahane
Philippe Kahane
Olivier David
Olivier David
author_sort Pierre Deman
title IntrAnat Electrodes: A Free Database and Visualization Software for Intracranial Electroencephalographic Data Processed for Case and Group Studies
title_short IntrAnat Electrodes: A Free Database and Visualization Software for Intracranial Electroencephalographic Data Processed for Case and Group Studies
title_full IntrAnat Electrodes: A Free Database and Visualization Software for Intracranial Electroencephalographic Data Processed for Case and Group Studies
title_fullStr IntrAnat Electrodes: A Free Database and Visualization Software for Intracranial Electroencephalographic Data Processed for Case and Group Studies
title_full_unstemmed IntrAnat Electrodes: A Free Database and Visualization Software for Intracranial Electroencephalographic Data Processed for Case and Group Studies
title_sort intranat electrodes: a free database and visualization software for intracranial electroencephalographic data processed for case and group studies
publisher Frontiers Media S.A.
series Frontiers in Neuroinformatics
issn 1662-5196
publishDate 2018-07-01
description In some cases of pharmaco-resistant and focal epilepsies, intracranial recordings performed epidurally (electrocorticography, ECoG) and/or in depth (stereoelectroencephalography, SEEG) can be required to locate the seizure onset zone and the eloquent cortex before surgical resection. In SEEG, each electrode contact records brain’s electrical activity in a spherical volume of 3 mm diameter approximately. The spatial coverage is around 1% of the brain and differs between patients because the implantation of electrodes is tailored for each case. Group studies thus need a large number of patients to reach a large spatial sampling, which can be achieved more easily using a multicentric approach such as implemented in our F-TRACT project (f-tract.eu). To facilitate group studies, we developed a software—IntrAnat Electrodes—that allows to perform virtual electrode implantation in patients’ neuroanatomy and to overlay results of epileptic and functional mapping, as well as resection masks from the surgery. IntrAnat Electrodes is based on a patient database providing multiple search criteria to highlight various group features. For each patient, the anatomical processing is based on a series of software publicly available. Imaging modalities (Positron Emission Tomography (PET), anatomical MRI pre-implantation, post-implantation and post-resection, functional MRI, diffusion MRI, Computed Tomography (CT) with electrodes) are coregistered. The 3D T1 pre-implantation MRI gray/white matter is segmented and spatially normalized to obtain a series of cortical parcels using different neuroanatomical atlases. On post-implantation images, the user can position 3D models of electrodes defined by their geometry. Each electrode contact is then labeled according to its position in the anatomical atlases, to the class of tissue (gray or white matter, cerebro-spinal fluid) and to its presence inside or outside the resection mask. Users can add more functionally informed labels on contact, such as clinical responses after electrical stimulation, cortico-cortical evoked potentials, gamma band activity during cognitive tasks or epileptogenicity. IntrAnat Electrodes software thus provides a means to visualize multimodal data. The contact labels allow to search for patients in the database according to multiple criteria representing almost all available data, which is to our knowledge unique in current SEEG software. IntrAnat Electrodes will be available in the forthcoming release of BrainVisa software and tutorials can be found on the F-TRACT webpage.
topic stereoelectroencephalography
epilepsy surgery
Python software
multimodal neuroimaging
database and tools development
url https://www.frontiersin.org/article/10.3389/fninf.2018.00040/full
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spelling doaj-35c3ff31e6904886968a27f2128710f32020-11-24T22:00:08ZengFrontiers Media S.A.Frontiers in Neuroinformatics1662-51962018-07-011210.3389/fninf.2018.00040313046IntrAnat Electrodes: A Free Database and Visualization Software for Intracranial Electroencephalographic Data Processed for Case and Group StudiesPierre Deman0Pierre Deman1Manik Bhattacharjee2Manik Bhattacharjee3François Tadel4François Tadel5Anne-Sophie Job6Anne-Sophie Job7Anne-Sophie Job8Denis Rivière9Denis Rivière10Yann Cointepas11Yann Cointepas12Philippe Kahane13Philippe Kahane14Philippe Kahane15Olivier David16Olivier David17Inserm, U1216, Grenoble Institut des Neurosciences (GIN), Grenoble, FranceGrenoble Institut des Neurosciences (GIN), University of Grenoble Alpes, Grenoble, FranceInserm, U1216, Grenoble Institut des Neurosciences (GIN), Grenoble, FranceGrenoble Institut des Neurosciences (GIN), University of Grenoble Alpes, Grenoble, FranceInserm, U1216, Grenoble Institut des Neurosciences (GIN), Grenoble, FranceGrenoble Institut des Neurosciences (GIN), University of Grenoble Alpes, Grenoble, FranceInserm, U1216, Grenoble Institut des Neurosciences (GIN), Grenoble, FranceGrenoble Institut des Neurosciences (GIN), University of Grenoble Alpes, Grenoble, FranceNeurology Department, Grenoble-Alpes University Hospital, Grenoble, FranceNeurospin—CEA Saclay, UNATI Lab, Gif sur Yvette, FranceMulticenter Neuroimaging Platform, CATI, Paris, FranceNeurospin—CEA Saclay, UNATI Lab, Gif sur Yvette, FranceMulticenter Neuroimaging Platform, CATI, Paris, FranceInserm, U1216, Grenoble Institut des Neurosciences (GIN), Grenoble, FranceGrenoble Institut des Neurosciences (GIN), University of Grenoble Alpes, Grenoble, FranceNeurology Department, Grenoble-Alpes University Hospital, Grenoble, FranceInserm, U1216, Grenoble Institut des Neurosciences (GIN), Grenoble, FranceGrenoble Institut des Neurosciences (GIN), University of Grenoble Alpes, Grenoble, FranceIn some cases of pharmaco-resistant and focal epilepsies, intracranial recordings performed epidurally (electrocorticography, ECoG) and/or in depth (stereoelectroencephalography, SEEG) can be required to locate the seizure onset zone and the eloquent cortex before surgical resection. In SEEG, each electrode contact records brain’s electrical activity in a spherical volume of 3 mm diameter approximately. The spatial coverage is around 1% of the brain and differs between patients because the implantation of electrodes is tailored for each case. Group studies thus need a large number of patients to reach a large spatial sampling, which can be achieved more easily using a multicentric approach such as implemented in our F-TRACT project (f-tract.eu). To facilitate group studies, we developed a software—IntrAnat Electrodes—that allows to perform virtual electrode implantation in patients’ neuroanatomy and to overlay results of epileptic and functional mapping, as well as resection masks from the surgery. IntrAnat Electrodes is based on a patient database providing multiple search criteria to highlight various group features. For each patient, the anatomical processing is based on a series of software publicly available. Imaging modalities (Positron Emission Tomography (PET), anatomical MRI pre-implantation, post-implantation and post-resection, functional MRI, diffusion MRI, Computed Tomography (CT) with electrodes) are coregistered. The 3D T1 pre-implantation MRI gray/white matter is segmented and spatially normalized to obtain a series of cortical parcels using different neuroanatomical atlases. On post-implantation images, the user can position 3D models of electrodes defined by their geometry. Each electrode contact is then labeled according to its position in the anatomical atlases, to the class of tissue (gray or white matter, cerebro-spinal fluid) and to its presence inside or outside the resection mask. Users can add more functionally informed labels on contact, such as clinical responses after electrical stimulation, cortico-cortical evoked potentials, gamma band activity during cognitive tasks or epileptogenicity. IntrAnat Electrodes software thus provides a means to visualize multimodal data. The contact labels allow to search for patients in the database according to multiple criteria representing almost all available data, which is to our knowledge unique in current SEEG software. IntrAnat Electrodes will be available in the forthcoming release of BrainVisa software and tutorials can be found on the F-TRACT webpage.https://www.frontiersin.org/article/10.3389/fninf.2018.00040/fullstereoelectroencephalographyepilepsy surgeryPython softwaremultimodal neuroimagingdatabase and tools development