<?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-04653848</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="2026-05-25T03:11:18+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">An inverse method using Cross spectral Matrix Fitting for passive cavitation imaging</title>
            <author role="aut">
              <persName>
                <forename type="first">Célestine</forename>
                <surname>Lachambre</surname>
              </persName>
              <email type="md5">124b38ea5d2a179f2fec9835fca27b9b</email>
              <email type="domain">inserm.fr</email>
              <idno type="idhal" notation="string">celestine-lachambre</idno>
              <idno type="idhal" notation="numeric">1350517</idno>
              <idno type="halauthorid" notation="string">2751075-1350517</idno>
              <idno type="ORCID">https://orcid.org/0009-0003-0244-481X</idno>
              <affiliation ref="#struct-139723"/>
              <affiliation ref="#struct-139739"/>
              <affiliation ref="#struct-396033"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Adrian</forename>
                <surname>Basarab</surname>
              </persName>
              <email type="md5">b3864ae6ea8bf81dbefb6797e4113cfb</email>
              <email type="domain">irit.fr</email>
              <idno type="idhal" notation="string">adrian-basarab</idno>
              <idno type="idhal" notation="numeric">741982</idno>
              <idno type="halauthorid" notation="string">10493-741982</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-5642-7244</idno>
              <idno type="IDREF">https://www.idref.fr/144148072</idno>
              <affiliation ref="#struct-139739"/>
              <affiliation ref="#struct-396033"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Jean-Christophe</forename>
                <surname>Béra</surname>
              </persName>
              <email type="md5">c73c6020b95091fc13c0eb45b986d684</email>
              <email type="domain">inserm.fr</email>
              <idno type="idhal" notation="string">jean-christophe-bera</idno>
              <idno type="idhal" notation="numeric">173119</idno>
              <idno type="halauthorid" notation="string">17788-173119</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-8913-5216</idno>
              <idno type="IDREF">https://www.idref.fr/077914406</idno>
              <affiliation ref="#struct-139723"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Barbara</forename>
                <surname>Nicolas</surname>
              </persName>
              <email type="md5">ba1593d88c50ba4f5e5e307ff74e69bc</email>
              <email type="domain">creatis.insa-lyon.fr</email>
              <idno type="idhal" notation="string">barbara-nicolas</idno>
              <idno type="idhal" notation="numeric">1066</idno>
              <idno type="halauthorid" notation="string">27765-1066</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-9062-1115</idno>
              <idno type="IDREF">https://www.idref.fr/084616741</idno>
              <affiliation ref="#struct-139739"/>
              <affiliation ref="#struct-396033"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">François</forename>
                <surname>Varray</surname>
              </persName>
              <email type="md5">67363908acd2c9d68e21f44e182987c1</email>
              <email type="domain">creatis.insa-lyon.fr</email>
              <idno type="idhal" notation="string">francois-varray</idno>
              <idno type="idhal" notation="numeric">19668</idno>
              <idno type="halauthorid" notation="string">11639-19668</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-0666-5607</idno>
              <idno type="IDREF">https://www.idref.fr/165268972</idno>
              <affiliation ref="#struct-139739"/>
              <affiliation ref="#struct-396033"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Bruno</forename>
                <surname>Gilles</surname>
              </persName>
              <email type="md5">6e67b8d4041cf8b28ee48854d3357e0d</email>
              <email type="domain">univ-lyon1.fr</email>
              <idno type="idhal" notation="string">brunogilles</idno>
              <idno type="idhal" notation="numeric">1365118</idno>
              <idno type="halauthorid" notation="string">1493-1365118</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-5671-0285</idno>
              <affiliation ref="#struct-139723"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Célestine</forename>
                <surname>Lachambre</surname>
              </persName>
              <email type="md5">124b38ea5d2a179f2fec9835fca27b9b</email>
              <email type="domain">inserm.fr</email>
            </editor>
            <funder ref="#projanr-23253"/>
            <funder ref="#projanr-49807"/>
            <funder ref="#projanr-25732"/>
            <funder ref="#projanr-66396"/>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2024-07-19 10:51:03</date>
              <date type="whenModified">2026-04-23 14:50:05</date>
              <date type="whenReleased">2024-07-19 11:13:36</date>
              <date type="whenProduced">2024</date>
              <date type="whenEndEmbargoed">2024-07-19</date>
              <ref type="file" target="https://hal.science/hal-04653848v1/document">
                <date notBefore="2024-07-19"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-04653848v1/file/CMF_Lachambre_et_al.pdf" id="file-4653848-4040767">
                <date notBefore="2024-07-19"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="1503134">
                <persName>
                  <forename>Célestine</forename>
                  <surname>Lachambre</surname>
                </persName>
                <email type="md5">124b38ea5d2a179f2fec9835fca27b9b</email>
                <email type="domain">inserm.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-04653848</idno>
            <idno type="halUri">https://hal.science/hal-04653848</idno>
            <idno type="halBibtex">lachambre:hal-04653848</idno>
            <idno type="halRefHtml">&lt;i&gt;IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control&lt;/i&gt;, In press, &lt;a target="_blank" href="https://dx.doi.org/10.1109/TUFFC.2024.3416813"&gt;&amp;#x27E8;10.1109/TUFFC.2024.3416813&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, In press, &amp;#x27E8;10.1109/TUFFC.2024.3416813&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-4653848-4040767"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-ST-ETIENNE">Université Jean Monnet - Saint-Etienne</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="UNIV-LYON1">Université Claude Bernard - Lyon I</idno>
            <idno type="stamp" n="INSA-LYON">Institut National des Sciences Appliquées de Lyon</idno>
            <idno type="stamp" n="CREATIS" corresp="UNIV-LYON1">Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé</idno>
            <idno type="stamp" n="PRIMES">Physics, Radiobiology, Medical Imaging, and Simulation (PRIMES)</idno>
            <idno type="stamp" n="PRIMES_WP4" corresp="PRIMES">WP4: Traitement multidimensionnel de l'image</idno>
            <idno type="stamp" n="INSA-GROUPE">Groupe INSA</idno>
            <idno type="stamp" n="UDL">UDL</idno>
            <idno type="stamp" n="UNIV-LYON">Université de Lyon</idno>
            <idno type="stamp" n="ANR">ANR</idno>
            <idno type="stamp" n="LABTAU">Laboratoire des applications thérapeutiques des ultrasons / Application des ultrasons à la thérapie </idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">An inverse method using Cross spectral Matrix Fitting for passive cavitation imaging</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Célestine</forename>
                    <surname>Lachambre</surname>
                  </persName>
                  <email type="md5">124b38ea5d2a179f2fec9835fca27b9b</email>
                  <email type="domain">inserm.fr</email>
                  <idno type="idhal" notation="string">celestine-lachambre</idno>
                  <idno type="idhal" notation="numeric">1350517</idno>
                  <idno type="halauthorid" notation="string">2751075-1350517</idno>
                  <idno type="ORCID">https://orcid.org/0009-0003-0244-481X</idno>
                  <affiliation ref="#struct-139723"/>
                  <affiliation ref="#struct-139739"/>
                  <affiliation ref="#struct-396033"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Adrian</forename>
                    <surname>Basarab</surname>
                  </persName>
                  <email type="md5">b3864ae6ea8bf81dbefb6797e4113cfb</email>
                  <email type="domain">irit.fr</email>
                  <idno type="idhal" notation="string">adrian-basarab</idno>
                  <idno type="idhal" notation="numeric">741982</idno>
                  <idno type="halauthorid" notation="string">10493-741982</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-5642-7244</idno>
                  <idno type="IDREF">https://www.idref.fr/144148072</idno>
                  <affiliation ref="#struct-139739"/>
                  <affiliation ref="#struct-396033"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Jean-Christophe</forename>
                    <surname>Béra</surname>
                  </persName>
                  <email type="md5">c73c6020b95091fc13c0eb45b986d684</email>
                  <email type="domain">inserm.fr</email>
                  <idno type="idhal" notation="string">jean-christophe-bera</idno>
                  <idno type="idhal" notation="numeric">173119</idno>
                  <idno type="halauthorid" notation="string">17788-173119</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-8913-5216</idno>
                  <idno type="IDREF">https://www.idref.fr/077914406</idno>
                  <affiliation ref="#struct-139723"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Barbara</forename>
                    <surname>Nicolas</surname>
                  </persName>
                  <email type="md5">ba1593d88c50ba4f5e5e307ff74e69bc</email>
                  <email type="domain">creatis.insa-lyon.fr</email>
                  <idno type="idhal" notation="string">barbara-nicolas</idno>
                  <idno type="idhal" notation="numeric">1066</idno>
                  <idno type="halauthorid" notation="string">27765-1066</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-9062-1115</idno>
                  <idno type="IDREF">https://www.idref.fr/084616741</idno>
                  <affiliation ref="#struct-139739"/>
                  <affiliation ref="#struct-396033"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">François</forename>
                    <surname>Varray</surname>
                  </persName>
                  <email type="md5">67363908acd2c9d68e21f44e182987c1</email>
                  <email type="domain">creatis.insa-lyon.fr</email>
                  <idno type="idhal" notation="string">francois-varray</idno>
                  <idno type="idhal" notation="numeric">19668</idno>
                  <idno type="halauthorid" notation="string">11639-19668</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-0666-5607</idno>
                  <idno type="IDREF">https://www.idref.fr/165268972</idno>
                  <affiliation ref="#struct-139739"/>
                  <affiliation ref="#struct-396033"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Bruno</forename>
                    <surname>Gilles</surname>
                  </persName>
                  <email type="md5">6e67b8d4041cf8b28ee48854d3357e0d</email>
                  <email type="domain">univ-lyon1.fr</email>
                  <idno type="idhal" notation="string">brunogilles</idno>
                  <idno type="idhal" notation="numeric">1365118</idno>
                  <idno type="halauthorid" notation="string">1493-1365118</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-5671-0285</idno>
                  <affiliation ref="#struct-139723"/>
                </author>
              </analytic>
              <monogr>
                <idno type="halJournalId" status="VALID">14076</idno>
                <idno type="issn">0885-3010</idno>
                <idno type="eissn">1525-8955</idno>
                <title level="j">IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control</title>
                <imprint>
                  <publisher>Institute of Electrical and Electronics Engineers</publisher>
                  <date type="datePub" subtype="inPress">2024</date>
                  <date type="dateEpub">2026-06-19</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1109/TUFFC.2024.3416813</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Cavitation imaging</term>
                <term xml:lang="en">Constrained optimization</term>
                <term xml:lang="en">Frequential beamforming</term>
                <term xml:lang="en">Inverse problems</term>
                <term xml:lang="en">Passive ultrasound imaging</term>
                <term xml:lang="en">Total Variation</term>
              </keywords>
              <classCode scheme="halDomain" n="sdv.ib.ima">Life Sciences [q-bio]/Bioengineering/Imaging</classCode>
              <classCode scheme="halDomain" n="spi.acou">Engineering Sciences [physics]/Acoustics [physics.class-ph]</classCode>
              <classCode scheme="halTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halOldTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halTreeTypology" n="ART">Journal articles</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>High intensity focused ultrasound (HIFU) can produce cavitation, which requires monitoring for specific applications such as sonoporation, targeted drug delivery or histotripsy. Passive acoustic mapping has been proposed in the literature as a method for monitoring cavitation, but it lacks spatial resolution, primarily in the axial direction, due to the absence of a time reference. This is a common issue with passive imaging compared to standard pulse-echo ultrasound. In order to improve the axial resolution, we propose an adaptation of the Cross spectral Matrix Fitting (CMF) method for passive cavitation imaging, which is based on the resolution of an inverse problem with different regularizations that promote sparsity in the reconstructed cavitation maps: Elastic Net (CMF-ElNet) and sparse Total Variation (CMF-spTV). The results from both simulated and experimental data are presented and compared to state-of-the-art approaches, such as the frequential Delay-and-Sum (DAS) and the frequential Robust Capon Beamformer (RCB). We show the interest of the method for improving the axial resolution, with an axial Full Width Half Maximum (FWHM) divided by 3 and 5 compared to RCB and DAS, respectively. Moreover, CMF based methods improve Contrast-to-Noise Ratio (CNR) by more than 15 dB in experimental conditions compared to RCB. We also show the advantage of the sparse Total Variation prior over Elastic Net when dealing with cloud shaped cavitation sources, that can be assumed as sparse grouped sources.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-139723" status="VALID">
          <idno type="ISNI">0000000417834861</idno>
          <idno type="RNSR">201119404Y</idno>
          <orgName>Laboratoire des applications thérapeutiques des ultrasons / Application des ultrasons à la thérapie</orgName>
          <orgName type="acronym">LabTAU</orgName>
          <desc>
            <address>
              <addrLine>Pôle santé Lyon est, 151 cours Albert Thomas 69424 Lyon cedex 03</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://labtau.univ-lyon1.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-20549" type="direct"/>
            <relation name="UMR_S 1032" active="#struct-194495" type="direct"/>
            <relation active="#struct-301088" type="indirect"/>
            <relation name="U1032" active="#struct-303623" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-139739" status="VALID">
          <idno type="IdRef">19513270X</idno>
          <idno type="ISNI">0000000406380358</idno>
          <idno type="RNSR">200717526Z</idno>
          <idno type="ROR">https://ror.org/03smk3872</idno>
          <orgName>Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé</orgName>
          <orgName type="acronym">CREATIS</orgName>
          <date type="start">2007-01-01</date>
          <desc>
            <address>
              <addrLine>7 avenue Jean Capelle, Bat Blaise Pascal, 69621 Villeurbanne Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.creatis.insa-lyon.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-194495" type="direct"/>
            <relation active="#struct-301088" type="indirect"/>
            <relation active="#struct-219748" type="direct"/>
            <relation active="#struct-301232" type="indirect"/>
            <relation active="#struct-300284" type="direct"/>
            <relation active="#struct-1327915" type="indirect"/>
            <relation name="U1206" active="#struct-303623" type="direct"/>
            <relation name="UMR5220" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-396033" status="VALID">
          <orgName>Imagerie Ultrasonore</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-139739" type="direct"/>
            <relation active="#struct-194495" type="indirect"/>
            <relation active="#struct-301088" type="indirect"/>
            <relation active="#struct-219748" type="indirect"/>
            <relation active="#struct-301232" type="indirect"/>
            <relation active="#struct-300284" type="indirect"/>
            <relation active="#struct-1327915" type="indirect"/>
            <relation name="U1206" active="#struct-303623" type="indirect"/>
            <relation name="UMR5220" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-20549" status="VALID">
          <idno type="ROR">https://ror.org/01cmnjq37</idno>
          <orgName>Centre Léon Bérard [Lyon]</orgName>
          <desc>
            <address>
              <addrLine>28, rue Laennec 69373 LYON Cedex 08</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.centreleonberard.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-194495" status="VALID">
          <idno type="IdRef">026402823</idno>
          <idno type="ISNI">0000000121686185</idno>
          <idno type="ROR">https://ror.org/029brtt94</idno>
          <orgName>Université Claude Bernard Lyon 1</orgName>
          <orgName type="acronym">UCBL</orgName>
          <desc>
            <address>
              <addrLine>43, boulevard du 11 novembre 1918, 69622 Villeurbanne cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-lyon1.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301088" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-301088" status="VALID">
          <idno type="ROR">https://ror.org/01rk35k63</idno>
          <orgName>Université de Lyon</orgName>
          <desc>
            <address>
              <addrLine>92 rue Pasteur - CS 30122, 69361 Lyon Cedex 07</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.universite-lyon.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>
        <org type="institution" xml:id="struct-219748" status="VALID">
          <idno type="IdRef">052444724</idno>
          <idno type="ISNI">0000 0001 2292 0228</idno>
          <orgName>Institut National des Sciences Appliquées de Lyon</orgName>
          <orgName type="acronym">INSA Lyon</orgName>
          <date type="start">1957-03-18</date>
          <desc>
            <address>
              <addrLine>20 Avenue Albert Einstein, 69621 Villeurbanne cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.insa-lyon.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301088" type="direct"/>
            <relation active="#struct-301232" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-301232" status="VALID">
          <idno type="IdRef">162105150</idno>
          <orgName>Institut National des Sciences Appliquées</orgName>
          <orgName type="acronym">INSA</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="institution" xml:id="struct-300284" status="VALID">
          <idno type="IdRef">028209966</idno>
          <idno type="ISNI">0000 0001 2158 1682</idno>
          <idno type="ROR">https://ror.org/04yznqr36</idno>
          <idno type="Wikidata">Q623154</idno>
          <orgName>Université Jean Monnet - Saint-Étienne</orgName>
          <orgName type="acronym">UJM</orgName>
          <date type="start">1969-03-27</date>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>10, Rue Tréfilerie – CS 8230142023 Saint-Étienne Cedex 2</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-st-etienne.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-1327915" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-1327915" status="VALID">
          <idno type="IdRef">285395831</idno>
          <orgName>Université Jean Monnet (EPSCPE)</orgName>
          <orgName type="acronym">UJM EPE</orgName>
          <date type="start">2025-01-01</date>
          <desc>
            <address>
              <addrLine>10 rue Tréfilerie42100 Saint-Etienne</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-st-etienne.fr/fr/index.html</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
      </listOrg>
      <listOrg type="projects">
        <org type="anrProject" xml:id="projanr-23253" status="VALID">
          <idno type="anr">ANR-10-LABX-0060</idno>
          <orgName>CeLyA</orgName>
          <desc>Lyon Acoustics Centre</desc>
          <date type="start">2010</date>
        </org>
        <org type="anrProject" xml:id="projanr-49807" status="VALID">
          <idno type="anr">ANR-11-LABX-0063</idno>
          <orgName>PRIMES</orgName>
          <desc>Physique, Radiobiologie, Imagerie Médicale et Simulation</desc>
          <date type="start">2011</date>
        </org>
        <org type="anrProject" xml:id="projanr-25732" status="VALID">
          <idno type="anr">ANR-11-IDEX-0007</idno>
          <orgName>Avenir L.S.E.</orgName>
          <desc>PROJET AVENIR LYON SAINT-ETIENNE</desc>
          <date type="start">2011</date>
        </org>
        <org type="anrProject" xml:id="projanr-66396" status="VALID">
          <idno type="anr">ANR-22-CE19-0006</idno>
          <orgName>CAVIIAR</orgName>
          <desc>Imagerie passive 3D de cavitation de haute résolution axiale</desc>
          <date type="start">2022</date>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>