<?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-04822848</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="2026-04-25T16:50:08+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">DPI-MoCo: Deep Prior Image Constrained Motion Compensation Reconstruction for 4D CBCT</title>
            <author role="aut">
              <persName>
                <forename type="first">Dianlin</forename>
                <surname>Hu</surname>
              </persName>
              <email type="md5">1b95e241835507f99cac1b351fe8b150</email>
              <email type="domain">seu.edu.cn</email>
              <idno type="idhal" notation="numeric">1294329</idno>
              <idno type="halauthorid" notation="string">2141491-1294329</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-4857-9878</idno>
              <affiliation ref="#struct-300988"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Chencheng</forename>
                <surname>Zhang</surname>
              </persName>
              <idno type="idhal" notation="numeric">1471856</idno>
              <idno type="halauthorid" notation="string">3023000-1471856</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-4472-4134</idno>
              <affiliation ref="#struct-300988"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Xuanjia</forename>
                <surname>Fei</surname>
              </persName>
              <idno type="halauthorid">3329594-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Yi</forename>
                <surname>Yao</surname>
              </persName>
              <email type="md5">b39dad4ea96a8a592db2076938433ac8</email>
              <email type="domain">vub.be</email>
              <idno type="idhal" notation="numeric">1435680</idno>
              <idno type="halauthorid" notation="string">1649315-1435680</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-2212-2394</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-5393-9068</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Yan</forename>
                <surname>Xi</surname>
              </persName>
              <idno type="idhal" notation="numeric">1295132</idno>
              <idno type="halauthorid" notation="string">2924053-1295132</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-6143-3107</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-2829-3277</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Jin</forename>
                <surname>Liu</surname>
              </persName>
              <idno type="idhal" notation="numeric">1295130</idno>
              <idno type="halauthorid" notation="string">962400-1295130</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-1884-671X</idno>
              <affiliation ref="#struct-1057549"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Yikun</forename>
                <surname>Zhang</surname>
              </persName>
              <idno type="idhal" notation="numeric">1294330</idno>
              <idno type="halauthorid" notation="string">1016352-1294330</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-4048-4869</idno>
              <idno type="ORCID">https://orcid.org/0009-0003-9155-7436</idno>
              <affiliation ref="#struct-300988"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Gouenou</forename>
                <surname>Coatrieux</surname>
              </persName>
              <email type="md5">3e7fdd8b9cf9e860864eb62c0c0141b6</email>
              <email type="domain">imt-atlantique.fr</email>
              <idno type="idhal" notation="string">gouenou-coatrieux</idno>
              <idno type="idhal" notation="numeric">173369</idno>
              <idno type="halauthorid" notation="string">34775-173369</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-5643-0224</idno>
              <idno type="IDREF">https://www.idref.fr/07413924X</idno>
              <affiliation ref="#struct-491118"/>
              <affiliation ref="#struct-1201459"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Jean-Louis</forename>
                <surname>Coatrieux</surname>
              </persName>
              <idno type="idhal" notation="numeric">1294332</idno>
              <idno type="halauthorid" notation="string">192859-1294332</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-8381-1770</idno>
              <affiliation ref="#struct-182223"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Yang</forename>
                <surname>Chen</surname>
              </persName>
              <idno type="idhal" notation="numeric">1294335</idno>
              <idno type="halauthorid" notation="string">2541449-1294335</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-5660-6349</idno>
              <affiliation ref="#struct-300988"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Laurène</forename>
                <surname>Martin</surname>
              </persName>
              <email type="md5">aecb1860f23c1d8e8d7e2e2941c03a1b</email>
              <email type="domain">univ-rennes.fr</email>
            </editor>
            <funder>National Key Research and Development Program of China: 2022YFE0116700</funder>
            <funder>National Key Research and Development Program of China: 2021ZD0113202</funder>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2025-01-24 10:44:11</date>
              <date type="whenModified">2026-03-24 17:17:37</date>
              <date type="whenReleased">2025-01-27 14:25:07</date>
              <date type="whenProduced">2024</date>
              <date type="whenEndEmbargoed">2025-01-24</date>
              <ref type="file" target="https://hal.science/hal-04822848v1/document">
                <date notBefore="2025-01-24"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-04822848v1/file/Hu%20et%20al%20-%202024%20-%20DPI-MoCo%20-%20Deep%20Prior%20Image%20Constrained%20Motion%20Compensation.pdf" id="file-4910088-4263490">
                <date notBefore="2025-01-24"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="1459124">
                <persName>
                  <forename>Laurène</forename>
                  <surname>Martin</surname>
                </persName>
                <email type="md5">aecb1860f23c1d8e8d7e2e2941c03a1b</email>
                <email type="domain">univ-rennes.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-04822848</idno>
            <idno type="halUri">https://hal.science/hal-04822848</idno>
            <idno type="halBibtex">hu:hal-04822848</idno>
            <idno type="halRefHtml">&lt;i&gt;IEEE Transactions on Medical Imaging&lt;/i&gt;, 2024, pp.1-1. &lt;a target="_blank" href="https://dx.doi.org/10.1109/tmi.2024.3483451"&gt;&amp;#x27E8;10.1109/tmi.2024.3483451&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">IEEE Transactions on Medical Imaging, 2024, pp.1-1. &amp;#x27E8;10.1109/tmi.2024.3483451&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://creativecommons.org/licenses/by-nc/4.0/">CC BY-NC 4.0 - Attribution - Non-commercial use<ref corresp="#file-4910088-4263490"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-BREST">Université de Bretagne occidentale - Brest (UBO)</idno>
            <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="METRIQ" corresp="LTSI">Equipe LTSI Métriq</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-UR-CSS">TEST Université de Rennes CSS</idno>
            <idno type="stamp" n="LATIM_IMTA">LATIM - IMT Atlantique</idno>
            <idno type="stamp" n="UNIV-RENNES">Université de Rennes</idno>
            <idno type="stamp" n="IMT-ATLANTIQUE" corresp="INSTITUT-MINES-TELECOM">IMT-ATLANTIQUE</idno>
            <idno type="stamp" n="LATIM" corresp="UNIV-BREST">Laboratoire de traitement de l'information médicale</idno>
            <idno type="stamp" n="IBSAM" corresp="UNIV-BREST">Institut Brestois Santé Agro Matière</idno>
            <idno type="stamp" n="INSTITUTS-TELECOM">composantes instituts telecom </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>
            <idno type="stamp" n="IMTA_DSD">IMT Atlantique - Département de Science des Données</idno>
            <idno type="stamp" n="INSTITUT-MINES-TELECOM">Institut Mines Telecom</idno>
            <idno type="stamp" n="SEQUOIA">SEQUOIA</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">DPI-MoCo: Deep Prior Image Constrained Motion Compensation Reconstruction for 4D CBCT</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Dianlin</forename>
                    <surname>Hu</surname>
                  </persName>
                  <email type="md5">1b95e241835507f99cac1b351fe8b150</email>
                  <email type="domain">seu.edu.cn</email>
                  <idno type="idhal" notation="numeric">1294329</idno>
                  <idno type="halauthorid" notation="string">2141491-1294329</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-4857-9878</idno>
                  <affiliation ref="#struct-300988"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Chencheng</forename>
                    <surname>Zhang</surname>
                  </persName>
                  <idno type="idhal" notation="numeric">1471856</idno>
                  <idno type="halauthorid" notation="string">3023000-1471856</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-4472-4134</idno>
                  <affiliation ref="#struct-300988"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Xuanjia</forename>
                    <surname>Fei</surname>
                  </persName>
                  <idno type="halauthorid">3329594-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Yi</forename>
                    <surname>Yao</surname>
                  </persName>
                  <email type="md5">b39dad4ea96a8a592db2076938433ac8</email>
                  <email type="domain">vub.be</email>
                  <idno type="idhal" notation="numeric">1435680</idno>
                  <idno type="halauthorid" notation="string">1649315-1435680</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-2212-2394</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-5393-9068</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Yan</forename>
                    <surname>Xi</surname>
                  </persName>
                  <idno type="idhal" notation="numeric">1295132</idno>
                  <idno type="halauthorid" notation="string">2924053-1295132</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-6143-3107</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-2829-3277</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Jin</forename>
                    <surname>Liu</surname>
                  </persName>
                  <idno type="idhal" notation="numeric">1295130</idno>
                  <idno type="halauthorid" notation="string">962400-1295130</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-1884-671X</idno>
                  <affiliation ref="#struct-1057549"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Yikun</forename>
                    <surname>Zhang</surname>
                  </persName>
                  <idno type="idhal" notation="numeric">1294330</idno>
                  <idno type="halauthorid" notation="string">1016352-1294330</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-4048-4869</idno>
                  <idno type="ORCID">https://orcid.org/0009-0003-9155-7436</idno>
                  <affiliation ref="#struct-300988"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Gouenou</forename>
                    <surname>Coatrieux</surname>
                  </persName>
                  <email type="md5">3e7fdd8b9cf9e860864eb62c0c0141b6</email>
                  <email type="domain">imt-atlantique.fr</email>
                  <idno type="idhal" notation="string">gouenou-coatrieux</idno>
                  <idno type="idhal" notation="numeric">173369</idno>
                  <idno type="halauthorid" notation="string">34775-173369</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-5643-0224</idno>
                  <idno type="IDREF">https://www.idref.fr/07413924X</idno>
                  <affiliation ref="#struct-491118"/>
                  <affiliation ref="#struct-1201459"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Jean-Louis</forename>
                    <surname>Coatrieux</surname>
                  </persName>
                  <idno type="idhal" notation="numeric">1294332</idno>
                  <idno type="halauthorid" notation="string">192859-1294332</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-8381-1770</idno>
                  <affiliation ref="#struct-182223"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Yang</forename>
                    <surname>Chen</surname>
                  </persName>
                  <idno type="idhal" notation="numeric">1294335</idno>
                  <idno type="halauthorid" notation="string">2541449-1294335</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-5660-6349</idno>
                  <affiliation ref="#struct-300988"/>
                </author>
              </analytic>
              <monogr>
                <idno type="halJournalId" status="VALID">14062</idno>
                <idno type="issn">0278-0062</idno>
                <title level="j">IEEE Transactions on Medical Imaging</title>
                <imprint>
                  <publisher>Institute of Electrical and Electronics Engineers</publisher>
                  <biblScope unit="pp">1-1</biblScope>
                  <date type="datePub">2024</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1109/tmi.2024.3483451</idno>
              <idno type="pubmed">39423082</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">TV</term>
                <term xml:lang="en">Image restoration</term>
                <term xml:lang="en">Training</term>
                <term xml:lang="en">Optimization</term>
                <term xml:lang="en">Degradation</term>
                <term xml:lang="en">Research and development</term>
                <term xml:lang="en">Radiation therapy</term>
                <term xml:lang="en">Estimation</term>
                <term xml:lang="en">Motion compensation</term>
                <term xml:lang="en">Image reconstruction</term>
              </keywords>
              <classCode scheme="halDomain" n="sdv.ib">Life Sciences [q-bio]/Bioengineering</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>4D cone-beam computed tomography (CBCT) plays a critical role in adaptive radiation therapy for lung cancer. However, extremely sparse sampling projection data will cause severe streak artifacts in 4D CBCT images. Existing deep learning (DL) methods heavily rely on large labeled training datasets which are difficult to obtain in practical scenarios. Restricted by this dilemma, DL models often struggle with simultaneously retaining dynamic motions, removing streak degradations, and recovering fine details. To address the above challenging problem, we introduce a Deep Prior Image Constrained Motion Compensation framework (DPI-MoCo) that decouples the 4D CBCT reconstruction into two sub-tasks including coarse image restoration and structural detail fine-tuning. In the first stage, the proposed DPI-MoCo combines the prior image guidance, generative adversarial network, and contrastive learning to globally suppress the artifacts while maintaining the respiratory movements. After that, to further enhance the local anatomical structures, the motion estimation and compensation technique is adopted. Notably, our framework is performed without the need for paired datasets, ensuring practicality in clinical cases. In the Monte Carlo simulation dataset, the DPI-MoCo achieves competitive quantitative performance compared to the state-of-the-art (SOTA) methods. Furthermore, we test DPI-MoCo in clinical lung cancer datasets, and experiments validate that DPI-MoCo not only restores small anatomical structures and lesions but also preserves motion information.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="institution" xml:id="struct-300988" status="VALID">
          <idno type="IdRef">131389971</idno>
          <idno type="ROR">https://ror.org/04ct4d772</idno>
          <orgName>Southeast University [Jiangsu]</orgName>
          <date type="start">1902-01-01</date>
          <desc>
            <address>
              <addrLine>Sipailou 2#,Nanjing, Jiangsu Province, 210096 P. R.</addrLine>
              <country key="CN"/>
            </address>
            <ref type="url">http://www.seu.edu.cn/english/main.htm</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-1057549" status="VALID">
          <idno type="ROR">https://ror.org/041sj0284</idno>
          <orgName>Anhui Polytechnic University</orgName>
          <date type="start">1935-01-01</date>
          <desc>
            <address>
              <addrLine>8 Zheshan East Road, Jiujiang District, Wuhu, 241000 Anhui, China</addrLine>
              <country key="CN"/>
            </address>
            <ref type="url">https://www.ahpu.edu.cn/</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-491118" status="VALID">
          <idno type="RNSR">201220084H</idno>
          <idno type="ROR">https://ror.org/05mqemx33</idno>
          <orgName>Laboratoire de Traitement de l'Information Medicale</orgName>
          <orgName type="acronym">LaTIM</orgName>
          <desc>
            <address>
              <addrLine>CHRU Morvan, Bâtiment 1, 1er étage, bureau 1056, 2 avenue Foch, 29609 Brest, France</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://latim.univ-brest.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300314" type="direct"/>
            <relation name="UMR1101" active="#struct-303623" type="direct"/>
            <relation active="#struct-356603" type="direct"/>
            <relation active="#struct-481355" type="direct"/>
            <relation active="#struct-302102" type="indirect"/>
            <relation active="#struct-519898" type="direct"/>
          </listRelation>
        </org>
        <org type="department" xml:id="struct-1201459" status="VALID">
          <orgName>Département de Science des Données</orgName>
          <orgName type="acronym">IMT Atlantique - DSD</orgName>
          <date type="start">2024-01-01</date>
          <desc>
            <address>
              <addrLine>IMT Atlantique - Campus de Brest - Technopôle Brest-Iroise CS 8381829238 BREST Cedex 3</addrLine>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-481355" type="direct"/>
            <relation active="#struct-302102" type="indirect"/>
          </listRelation>
        </org>
        <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="regroupinstitution" xml:id="struct-300314" status="VALID">
          <idno type="IdRef">291809022</idno>
          <idno type="ISNI">0000000121880893</idno>
          <idno type="ROR">https://ror.org/0372th171</idno>
          <orgName>Université de Brest</orgName>
          <orgName type="acronym">UBO EPE</orgName>
          <desc>
            <address>
              <addrLine>Université de Bretagne Occidentale - 3 Rue des Archives 29238, Brest</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-brest.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-356603" status="VALID">
          <orgName>Centre Hospitalier Régional Universitaire de Brest</orgName>
          <orgName type="acronym">CHRU Brest</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="institution" xml:id="struct-481355" status="VALID">
          <idno type="IdRef">202743233</idno>
          <idno type="ROR">https://ror.org/030hj3061</idno>
          <orgName>IMT Atlantique</orgName>
          <orgName type="acronym">IMT Atlantique</orgName>
          <date type="start">2017-01-01</date>
          <desc>
            <address>
              <addrLine>Campus Brest : Technopôle Brest-Iroise CS 8381829238 BREST Cedex 3 -Campus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -Campus Rennes :  2 Rue de la Châtaigneraie, 35510 CESSON SEVIGNE</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.imt-atlantique.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-302102" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-302102" status="VALID">
          <idno type="IdRef">192427156</idno>
          <idno type="ISNI">000000012202567X</idno>
          <idno type="ROR">https://ror.org/025vp2923</idno>
          <idno type="Wikidata">Q27962533</idno>
          <orgName>Institut Mines-Télécom [Paris]</orgName>
          <orgName type="acronym">IMT</orgName>
          <date type="start">2012-03-01</date>
          <desc>
            <address>
              <addrLine>19 Place Marguerite Perey, 91120 Palaiseau</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.imt.fr/</ref>
          </desc>
        </org>
        <org type="regrouplaboratory" xml:id="struct-519898" status="VALID">
          <idno type="RNSR">201722456P</idno>
          <orgName>Institut Brestois Santé Agro Matière</orgName>
          <orgName type="acronym">IBSAM</orgName>
          <date type="start">2017-10-12</date>
          <desc>
            <address>
              <addrLine>Université de Brest- UBO29238 Brest</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-brest.fr/menu/recherche-innovation/Laboratoires/Axe+Sant%C3%A9-+Agro-+Mati%C3%A8re/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300314" type="direct"/>
          </listRelation>
        </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>
      </listOrg>
    </back>
  </text>
</TEI>