<?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-02526971</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="2026-05-02T21:17:27+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Three-dimensional multiscale fuzzy entropy: Validation and application to idiopathic pulmonary fibrosis</title>
            <author role="aut">
              <persName>
                <forename type="first">Andreia Sofia F.</forename>
                <surname>Gaudêncio</surname>
              </persName>
              <email type="md5">ae15112e63a91e24753331b1a28db1ae</email>
              <email type="domain">univ-angers.fr</email>
              <idno type="idhal" notation="string">andreia-gaudencio</idno>
              <idno type="idhal" notation="numeric">1365920</idno>
              <idno type="halauthorid" notation="string">1801237-1365920</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Pedro</forename>
                <surname>Vaz</surname>
              </persName>
              <idno type="idhal" notation="numeric">766029</idno>
              <idno type="halauthorid" notation="string">628732-766029</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-3490-7789</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Mirvana</forename>
                <surname>Hilal</surname>
              </persName>
              <email type="md5">abf8f126f3d6abaccd4afa30dfd719e7</email>
              <email type="domain">hotmail.com</email>
              <idno type="idhal" notation="string">mirvana-hilal</idno>
              <idno type="idhal" notation="numeric">753750</idno>
              <idno type="halauthorid" notation="string">53027-753750</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-0658-0926</idno>
              <affiliation ref="#struct-244482"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Joao</forename>
                <surname>Cardoso</surname>
              </persName>
              <idno type="idhal" notation="numeric">1340253</idno>
              <idno type="halauthorid" notation="string">1074152-1340253</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-8832-8208</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Guillaume</forename>
                <surname>Mahé</surname>
              </persName>
              <email type="md5">47c440b78d1f9f80011856b11f4d6cec</email>
              <email type="domain">chu-rennes.fr</email>
              <idno type="idhal" notation="numeric">963280</idno>
              <idno type="halauthorid" notation="string">625139-963280</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Mathieu</forename>
                <surname>Lederlin</surname>
              </persName>
              <email type="md5">ff43aa44761dc33a513ba9f7c2e78d62</email>
              <email type="domain">chu-rennes.fr</email>
              <idno type="idhal" notation="numeric">773683</idno>
              <idno type="halauthorid" notation="string">903916-773683</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-1388-5277</idno>
              <idno type="IDREF">https://www.idref.fr/114651876</idno>
              <idno type="VIAF">https://viaf.org/viaf/172341039</idno>
              <idno type="ISNI">http://isni.org/isni/000000012254834X</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Anne</forename>
                <surname>Humeau-Heurtier</surname>
              </persName>
              <email type="md5">1b24214e1f1716d31cb8150869923a5d</email>
              <email type="domain">univ-angers.fr</email>
              <idno type="idhal" notation="string">anne-humeau-heurtier</idno>
              <idno type="idhal" notation="numeric">181047</idno>
              <idno type="halauthorid" notation="string">18508-181047</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-6289-0040</idno>
              <affiliation ref="#struct-244482"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Anne</forename>
                <surname>Humeau-Heurtier</surname>
              </persName>
              <email type="md5">1b24214e1f1716d31cb8150869923a5d</email>
              <email type="domain">univ-angers.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2020-03-31 20:09:54</date>
              <date type="whenModified">2024-03-21 10:50:58</date>
              <date type="whenReleased">2020-03-31 20:09:54</date>
              <date type="whenProduced">2021</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="801351">
                <persName>
                  <forename>Anne</forename>
                  <surname>Humeau-Heurtier</surname>
                </persName>
                <email type="md5">1b24214e1f1716d31cb8150869923a5d</email>
                <email type="domain">univ-angers.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-02526971</idno>
            <idno type="halUri">https://univ-angers.hal.science/hal-02526971</idno>
            <idno type="halBibtex">gaudencio:hal-02526971</idno>
            <idno type="halRefHtml">&lt;i&gt;IEEE Journal of Biomedical and Health Informatics&lt;/i&gt;, 2021, 25 (1), pp.100-107. &lt;a target="_blank" href="https://dx.doi.org/10.1109/JBHI.2020.2986210"&gt;&amp;#x27E8;10.1109/JBHI.2020.2986210&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">IEEE Journal of Biomedical and Health Informatics, 2021, 25 (1), pp.100-107. &amp;#x27E8;10.1109/JBHI.2020.2986210&amp;#x27E9;</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-ANGERS">Université d'Angers</idno>
            <idno type="stamp" n="LARIS" corresp="UNIV-ANGERS">Laboratoire Angevin de Recherche en Ingénierie des Systèmes</idno>
            <idno type="stamp" n="LARIS-ISISV" corresp="LARIS">LARIS - Information, Signal, Image et Sciences du Vivant</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">Three-dimensional multiscale fuzzy entropy: Validation and application to idiopathic pulmonary fibrosis</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Andreia Sofia F.</forename>
                    <surname>Gaudêncio</surname>
                  </persName>
                  <email type="md5">ae15112e63a91e24753331b1a28db1ae</email>
                  <email type="domain">univ-angers.fr</email>
                  <idno type="idhal" notation="string">andreia-gaudencio</idno>
                  <idno type="idhal" notation="numeric">1365920</idno>
                  <idno type="halauthorid" notation="string">1801237-1365920</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Pedro</forename>
                    <surname>Vaz</surname>
                  </persName>
                  <idno type="idhal" notation="numeric">766029</idno>
                  <idno type="halauthorid" notation="string">628732-766029</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-3490-7789</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Mirvana</forename>
                    <surname>Hilal</surname>
                  </persName>
                  <email type="md5">abf8f126f3d6abaccd4afa30dfd719e7</email>
                  <email type="domain">hotmail.com</email>
                  <idno type="idhal" notation="string">mirvana-hilal</idno>
                  <idno type="idhal" notation="numeric">753750</idno>
                  <idno type="halauthorid" notation="string">53027-753750</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-0658-0926</idno>
                  <affiliation ref="#struct-244482"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Joao</forename>
                    <surname>Cardoso</surname>
                  </persName>
                  <idno type="idhal" notation="numeric">1340253</idno>
                  <idno type="halauthorid" notation="string">1074152-1340253</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-8832-8208</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Guillaume</forename>
                    <surname>Mahé</surname>
                  </persName>
                  <email type="md5">47c440b78d1f9f80011856b11f4d6cec</email>
                  <email type="domain">chu-rennes.fr</email>
                  <idno type="idhal" notation="numeric">963280</idno>
                  <idno type="halauthorid" notation="string">625139-963280</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Mathieu</forename>
                    <surname>Lederlin</surname>
                  </persName>
                  <email type="md5">ff43aa44761dc33a513ba9f7c2e78d62</email>
                  <email type="domain">chu-rennes.fr</email>
                  <idno type="idhal" notation="numeric">773683</idno>
                  <idno type="halauthorid" notation="string">903916-773683</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-1388-5277</idno>
                  <idno type="IDREF">https://www.idref.fr/114651876</idno>
                  <idno type="VIAF">https://viaf.org/viaf/172341039</idno>
                  <idno type="ISNI">http://isni.org/isni/000000012254834X</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Anne</forename>
                    <surname>Humeau-Heurtier</surname>
                  </persName>
                  <email type="md5">1b24214e1f1716d31cb8150869923a5d</email>
                  <email type="domain">univ-angers.fr</email>
                  <idno type="idhal" notation="string">anne-humeau-heurtier</idno>
                  <idno type="idhal" notation="numeric">181047</idno>
                  <idno type="halauthorid" notation="string">18508-181047</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-6289-0040</idno>
                  <affiliation ref="#struct-244482"/>
                </author>
              </analytic>
              <monogr>
                <idno type="localRef">ISISV</idno>
                <idno type="halJournalId" status="VALID">85145</idno>
                <idno type="issn">2168-2194</idno>
                <title level="j">IEEE Journal of Biomedical and Health Informatics</title>
                <imprint>
                  <publisher>Institute of Electrical and Electronics Engineers</publisher>
                  <biblScope unit="volume">25</biblScope>
                  <biblScope unit="issue">1</biblScope>
                  <biblScope unit="pp">100-107</biblScope>
                  <date type="datePub">2021</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1109/JBHI.2020.2986210</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="spi.signal">Engineering Sciences [physics]/Signal and Image processing</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>Idiopathic Pulmonary Fibrosis (IPF) is a chronic, severe, and progressive lung disease with short life expectancy. Based on information theory and entropy measurement, a three-dimensional multiscale fuzzy entropy (MFE 3D) algorithm is proposed to identify IPF patients from their computed tomography (CT) volumetric data. First, the validation of the algorithm was performed by analyzing several volumetric synthetic noises (white, blue, brown, and pink), MIX(p) processes-based volumes, and texture-based volumes. The entropy values obtained by MFE 3D were consistent with the values obtained using the one, and two-dimensional versions, validating its use in biomedical data. Hence, MFE 3D was applied to CT scans to identify the existence of IPF within two different groups, one of healthy subjects (26) and another of IPF patients (26). Statistical differences were found (p &lt; 0.05) between the entropy values of each group in 5 scale factors out of 10. These results demonstrate that MFE 3D could be an interesting metric to identify IPF in CT scans.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-244482" status="VALID">
          <idno type="IdRef">181221756</idno>
          <idno type="RNSR">201420656W</idno>
          <orgName>Laboratoire Angevin de Recherche en Ingénierie des Systèmes</orgName>
          <orgName type="acronym">LARIS</orgName>
          <date type="start">2014-01-01</date>
          <desc>
            <address>
              <addrLine>Université d'Angers, LARIS | Polytech Angers, 62 Avenue Notre Dame du Lac - 49000 Angers</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://laris.univ-angers.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-74911" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-74911" status="VALID">
          <idno type="IdRef">026402920</idno>
          <idno type="ISNI">0000000122483363</idno>
          <idno type="ROR">https://ror.org/04yrqp957</idno>
          <orgName>Université d'Angers</orgName>
          <orgName type="acronym">UA</orgName>
          <date type="start">1971-10-25</date>
          <desc>
            <address>
              <addrLine>Université d'Angers - 40 Rue de Rennes, BP 73532 - 49035 Angers CEDEX 01</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-angers.fr/</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>