<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-01304738</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-03T23:46:49+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Identification of epileptogenic networks from dense EEG: A model-based study</title>
            <author role="aut">
              <persName>
                <forename type="first">M.</forename>
                <surname>Hassan</surname>
              </persName>
              <idno type="halauthorid">97457-0</idno>
              <affiliation ref="#struct-182223"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Ahmad</forename>
                <surname>Mheich</surname>
              </persName>
              <email type="md5">1316a4fad6383e0e67e58c46db65806d</email>
              <email type="domain">univ-rennes1.fr</email>
              <idno type="idhal" notation="string">ahmad-mheich</idno>
              <idno type="idhal" notation="numeric">11496</idno>
              <idno type="halauthorid" notation="string">31287-11496</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=Hdv9uGoAAAAJ&amp;hl=fr</idno>
              <idno type="IDREF">https://www.idref.fr/201023806</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=Hdv9uGoAAAAJ</idno>
              <affiliation ref="#struct-182223"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">A.</forename>
                <surname>Biraben</surname>
              </persName>
              <idno type="halauthorid">942863-0</idno>
              <affiliation ref="#struct-301327"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Isabelle</forename>
                <surname>Merlet</surname>
              </persName>
              <email type="md5">1b24d7c22fb62ff0e9947676392e9c82</email>
              <email type="domain">univ-rennes1.fr</email>
              <idno type="idhal" notation="string">isabelle-merlet</idno>
              <idno type="idhal" notation="numeric">1358295</idno>
              <idno type="halauthorid" notation="string">238246-1358295</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-2590-6848</idno>
              <affiliation ref="#struct-182223"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">F</forename>
                <surname>Wendling</surname>
              </persName>
              <email type="md5">b1204551094043d3072e67e78dd1d561</email>
              <email type="domain">univ-rennes1.fr</email>
              <idno type="idhal" notation="string">ltsi</idno>
              <idno type="idhal" notation="numeric">1053223</idno>
              <idno type="halauthorid" notation="string">890198-1053223</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-2428-9665</idno>
              <idno type="IDREF">https://www.idref.fr/117323365</idno>
              <idno type="VIAF">https://viaf.org/viaf/208262657</idno>
              <idno type="ISNI">http://isni.org/isni/0000000358730930</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=ysFFLvkAAAAJ</idno>
              <affiliation ref="#struct-182223"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Laurent</forename>
                <surname>Jonchère</surname>
              </persName>
              <email type="md5">dc1f1e9bdb3dc2065f8bf1bfd5663118</email>
              <email type="domain">univ-rennes.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2016-04-20 11:53:33</date>
              <date type="whenModified">2026-03-03 12:16:00</date>
              <date type="whenReleased">2016-04-20 11:53:33</date>
              <date type="whenProduced">2015</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="113861">
                <persName>
                  <forename>Laurent</forename>
                  <surname>Jonchère</surname>
                </persName>
                <email type="md5">dc1f1e9bdb3dc2065f8bf1bfd5663118</email>
                <email type="domain">univ-rennes.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01304738</idno>
            <idno type="halUri">https://univ-rennes.hal.science/hal-01304738</idno>
            <idno type="halBibtex">hassan:hal-01304738</idno>
            <idno type="halRefHtml">&lt;i&gt;2015 37th annual international conference of the IEEE Engineering in Medicine and Biology Society&lt;/i&gt;, 2015, Milan, Italy. pp.5610--5613</idno>
            <idno type="halRef">2015 37th annual international conference of the IEEE Engineering in Medicine and Biology Society, 2015, Milan, Italy. pp.5610--5613</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-RENNES1">Université de Rennes 1</idno>
            <idno type="stamp" n="LTSI" corresp="INSERM">Laboratoire Traitement du Signal et de l'Image</idno>
            <idno type="stamp" n="HL">Publications CHU Rennes</idno>
            <idno type="stamp" n="STATS-UR1">Statistiques-HAL-UR1</idno>
            <idno type="stamp" n="UR1-HAL">Publications labos UR1 dans HAL-Rennes 1</idno>
            <idno type="stamp" n="UR1-MATH-STIC">UR1 - publications Maths-STIC</idno>
            <idno type="stamp" n="TEST-UNIV-RENNES">TEST Université de Rennes</idno>
            <idno type="stamp" n="TEST-UR-CSS">TEST Université de Rennes CSS</idno>
            <idno type="stamp" n="UNIV-RENNES">Université de Rennes</idno>
            <idno type="stamp" n="UR1-MATH-NUM">Pôle UnivRennes - Mathématiques - Numérique </idno>
            <idno type="stamp" n="UR1-BIO-SA">Pôle UnivRennes - Biologie-Santé</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Identification of epileptogenic networks from dense EEG: A model-based study</title>
                <author role="aut">
                  <persName>
                    <forename type="first">M.</forename>
                    <surname>Hassan</surname>
                  </persName>
                  <idno type="halauthorid">97457-0</idno>
                  <affiliation ref="#struct-182223"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Ahmad</forename>
                    <surname>Mheich</surname>
                  </persName>
                  <email type="md5">1316a4fad6383e0e67e58c46db65806d</email>
                  <email type="domain">univ-rennes1.fr</email>
                  <idno type="idhal" notation="string">ahmad-mheich</idno>
                  <idno type="idhal" notation="numeric">11496</idno>
                  <idno type="halauthorid" notation="string">31287-11496</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=Hdv9uGoAAAAJ&amp;hl=fr</idno>
                  <idno type="IDREF">https://www.idref.fr/201023806</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=Hdv9uGoAAAAJ</idno>
                  <affiliation ref="#struct-182223"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">A.</forename>
                    <surname>Biraben</surname>
                  </persName>
                  <idno type="halauthorid">942863-0</idno>
                  <affiliation ref="#struct-301327"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Isabelle</forename>
                    <surname>Merlet</surname>
                  </persName>
                  <email type="md5">1b24d7c22fb62ff0e9947676392e9c82</email>
                  <email type="domain">univ-rennes1.fr</email>
                  <idno type="idhal" notation="string">isabelle-merlet</idno>
                  <idno type="idhal" notation="numeric">1358295</idno>
                  <idno type="halauthorid" notation="string">238246-1358295</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-2590-6848</idno>
                  <affiliation ref="#struct-182223"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">F</forename>
                    <surname>Wendling</surname>
                  </persName>
                  <email type="md5">b1204551094043d3072e67e78dd1d561</email>
                  <email type="domain">univ-rennes1.fr</email>
                  <idno type="idhal" notation="string">ltsi</idno>
                  <idno type="idhal" notation="numeric">1053223</idno>
                  <idno type="halauthorid" notation="string">890198-1053223</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-2428-9665</idno>
                  <idno type="IDREF">https://www.idref.fr/117323365</idno>
                  <idno type="VIAF">https://viaf.org/viaf/208262657</idno>
                  <idno type="ISNI">http://isni.org/isni/0000000358730930</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=ysFFLvkAAAAJ</idno>
                  <affiliation ref="#struct-182223"/>
                </author>
              </analytic>
              <monogr>
                <idno type="localRef">WOS:000371717205217</idno>
                <meeting>
                  <title>2015 37th annual international conference of the IEEE Engineering in Medicine and Biology Society</title>
                  <date type="start">2015</date>
                  <settlement>Milan</settlement>
                  <country key="IT">Italy</country>
                </meeting>
                <imprint>
                  <publisher>IEEE</publisher>
                  <biblScope unit="pp">5610--5613</biblScope>
                  <date type="datePub">2015</date>
                </imprint>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">signals</term>
                <term xml:lang="en">meg</term>
                <term xml:lang="en">functional connectivity</term>
                <term xml:lang="en">Epilepsy</term>
              </keywords>
              <classCode scheme="halDomain" n="sdv.ib">Life Sciences [q-bio]/Bioengineering</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>Epilepsy is a network disease. Identifying the epileptogenic networks from noninvasive recordings is a challenging issue. In this context, M/EEG source connectivity is a promising tool to identify brain networks with high temporal and spatial resolution. In this paper, we analyze the impact of the two main factors that intervene in EEG source connectivity processing: i) the algorithm used to solve the EEG inverse problem and ii) the method used to measure the functional connectivity. We evaluate three inverse solutions algorithms (dSPM, wMNE and cMEM) and three connectivity measures (r(2), h(2) and MI) on data simulated from a combined biophysical/physiological model able to generate realistic interictal epileptic spikes reflected in scalp EEG. The performance criterion used here is the similarity between the network identified by each of the inverse/connectivity combination and the original network used in the source model. Results show that the choice of the combination has a high impact on the identified network. Results suggest also that nonlinear methods (nonlinear correlation coefficient and mutual information) for measuring the connectivity are more efficient than the linear one (the cross correlation coefficient). The dSPM as inverse solution shows the lowest performance compared to cMEM and wMNE</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-182223" status="VALID">
          <idno type="IdRef">177793767</idno>
          <idno type="RNSR">200416333R</idno>
          <idno type="ROR">https://ror.org/01f1amm71</idno>
          <orgName>Laboratoire Traitement du Signal et de l'Image</orgName>
          <orgName type="acronym">LTSI</orgName>
          <date type="start">2012-01-01</date>
          <desc>
            <address>
              <addrLine>Campus Universitaire de Beaulieu - Bât 22 - 35042 Rennes</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://ltsi.univ-rennes.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-105160" type="direct"/>
            <relation name="UMR1099 / U1099" active="#struct-303623" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-301327" status="VALID">
          <idno type="ROR">https://ror.org/05qec5a53</idno>
          <orgName>Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Pontchaillou]</orgName>
          <desc>
            <address>
              <addrLine>2 Rue Henri le Guilloux, 35000 Rennes</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.chu-rennes.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-105160" status="VALID">
          <idno type="IdRef">26693823X</idno>
          <idno type="ROR">https://ror.org/015m7wh34</idno>
          <orgName>Université de Rennes</orgName>
          <orgName type="acronym">UR</orgName>
          <desc>
            <address>
              <addrLine>Campus de Beaulieu, 263 avenue Général Leclerc, CS 74205, 35042 RENNES CEDEX</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-rennes.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-303623" status="VALID">
          <idno type="IdRef">026388278</idno>
          <idno type="ROR">https://ror.org/02vjkv261</idno>
          <orgName>Institut National de la Santé et de la Recherche Médicale</orgName>
          <orgName type="acronym">INSERM</orgName>
          <desc>
            <address>
              <addrLine>101, rue de Tolbiac, 75013 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inserm.fr</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>