<?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-00813850</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="2026-05-25T01:06:09+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Statistical Shape Analysis of Surfaces in Medical Images Applied to the Tetralogy of Fallot Heart</title>
            <author role="aut">
              <persName>
                <forename type="first">Kristin</forename>
                <surname>Mcleod</surname>
              </persName>
              <idno type="halauthorid">491596-0</idno>
              <orgName ref="#struct-300009"/>
              <affiliation ref="#struct-30281"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Tommaso</forename>
                <surname>Mansi</surname>
              </persName>
              <idno type="halauthorid">415923-0</idno>
              <affiliation ref="#struct-24708"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Maxime</forename>
                <surname>Sermesant</surname>
              </persName>
              <email type="md5">ab1461a79f36047bdd95798e18f750bf</email>
              <email type="domain">inria.fr</email>
              <idno type="idhal" notation="string">maxime-sermesant</idno>
              <idno type="idhal" notation="numeric">2423</idno>
              <idno type="halauthorid" notation="string">945-2423</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-6256-8350</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.com/citations?user=LTDUiAkAAAAJ</idno>
              <idno type="IDREF">https://www.idref.fr/077430409</idno>
              <affiliation ref="#struct-30281"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Giacomo</forename>
                <surname>Pongiglione</surname>
              </persName>
              <idno type="halauthorid">578340-0</idno>
              <affiliation ref="#struct-189859"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Xavier</forename>
                <surname>Pennec</surname>
              </persName>
              <email type="md5">e3817180f5d1e6746b6778503187963f</email>
              <email type="domain">inria.fr</email>
              <idno type="idhal" notation="string">xavier-pennec</idno>
              <idno type="idhal" notation="numeric">9074</idno>
              <idno type="halauthorid" notation="string">4843-9074</idno>
              <idno type="RESEARCHERID">http://www.researcherid.com/rid/L-2537-2013</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-6617-7664</idno>
              <idno type="IDREF">https://www.idref.fr/035316489</idno>
              <affiliation ref="#struct-30281"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Project-Team</forename>
                <surname>Asclepios</surname>
              </persName>
              <email type="md5">153d489f712c736f0e518aaa23216ea6</email>
              <email type="domain">inria.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2013-07-01 13:44:58</date>
              <date type="whenModified">2025-08-26 15:21:01</date>
              <date type="whenReleased">2013-07-01 14:21:20</date>
              <date type="whenProduced">2013</date>
              <date type="whenEndEmbargoed">2013-07-01</date>
              <ref type="file" target="https://inria.hal.science/hal-00813850v1/document">
                <date notBefore="2013-07-01"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://inria.hal.science/hal-00813850v1/file/McLeod_Pennec_CBB.pdf" id="file-813850-166926">
                <date notBefore="2013-07-01"/>
              </ref>
              <ref type="externalLink" target="http://hal.inria.fr/docs/00/81/38/50/PDF/McLeod_Pennec_CBB.pdf"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="167080">
                <persName>
                  <forename>Project-Team</forename>
                  <surname>Asclepios</surname>
                </persName>
                <email type="md5">153d489f712c736f0e518aaa23216ea6</email>
                <email type="domain">inria.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-00813850</idno>
            <idno type="halUri">https://inria.hal.science/hal-00813850</idno>
            <idno type="halBibtex">mcleod:hal-00813850</idno>
            <idno type="halRefHtml">Frederic Cazals and Pierre Kornprobst. &lt;i&gt;Modeling in Computational Biology and Biomedicine&lt;/i&gt;, Springer, pp.165-191, 2013, Lectures Notes in Mathematical and Computational Biology, 978-3-642-31207-6. &lt;a target="_blank" href="https://dx.doi.org/10.1007/978-3-642-31208-3_5"&gt;&amp;#x27E8;10.1007/978-3-642-31208-3_5&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">Frederic Cazals and Pierre Kornprobst. Modeling in Computational Biology and Biomedicine, Springer, pp.165-191, 2013, Lectures Notes in Mathematical and Computational Biology, 978-3-642-31207-6. &amp;#x27E8;10.1007/978-3-642-31208-3_5&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-813850-166926"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="INRIA-SOPHIA">INRIA Sophia Antipolis - Méditerranée</idno>
            <idno type="stamp" n="INRIASO">INRIA-SOPHIA</idno>
            <idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="ASCLEPIOS">ASCLEPIOS</idno>
            <idno type="stamp" n="TESTALAIN1">TESTALAIN1</idno>
            <idno type="stamp" n="INRIA2">INRIA 2</idno>
            <idno type="stamp" n="TDS-MACS">Réseau de recherche en Théorie des Systèmes Distribués, Modélisation, Analyse et Contrôle des Systèmes</idno>
            <idno type="stamp" n="UNIV-COTEDAZUR">Université Côte d'Azur</idno>
            <idno type="stamp" n="INRIA-ETATSUNIS">Copublications Inria-Etats-Unis</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="popular" n="0">No</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Statistical Shape Analysis of Surfaces in Medical Images Applied to the Tetralogy of Fallot Heart</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Kristin</forename>
                    <surname>Mcleod</surname>
                  </persName>
                  <idno type="halauthorid">491596-0</idno>
                  <orgName ref="#struct-300009"/>
                  <affiliation ref="#struct-30281"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Tommaso</forename>
                    <surname>Mansi</surname>
                  </persName>
                  <idno type="halauthorid">415923-0</idno>
                  <affiliation ref="#struct-24708"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Maxime</forename>
                    <surname>Sermesant</surname>
                  </persName>
                  <email type="md5">ab1461a79f36047bdd95798e18f750bf</email>
                  <email type="domain">inria.fr</email>
                  <idno type="idhal" notation="string">maxime-sermesant</idno>
                  <idno type="idhal" notation="numeric">2423</idno>
                  <idno type="halauthorid" notation="string">945-2423</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-6256-8350</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.com/citations?user=LTDUiAkAAAAJ</idno>
                  <idno type="IDREF">https://www.idref.fr/077430409</idno>
                  <affiliation ref="#struct-30281"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Giacomo</forename>
                    <surname>Pongiglione</surname>
                  </persName>
                  <idno type="halauthorid">578340-0</idno>
                  <affiliation ref="#struct-189859"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Xavier</forename>
                    <surname>Pennec</surname>
                  </persName>
                  <email type="md5">e3817180f5d1e6746b6778503187963f</email>
                  <email type="domain">inria.fr</email>
                  <idno type="idhal" notation="string">xavier-pennec</idno>
                  <idno type="idhal" notation="numeric">9074</idno>
                  <idno type="halauthorid" notation="string">4843-9074</idno>
                  <idno type="RESEARCHERID">http://www.researcherid.com/rid/L-2537-2013</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-6617-7664</idno>
                  <idno type="IDREF">https://www.idref.fr/035316489</idno>
                  <affiliation ref="#struct-30281"/>
                </author>
              </analytic>
              <monogr>
                <idno type="isbn">978-3-642-31207-6</idno>
                <title level="m">Modeling in Computational Biology and Biomedicine</title>
                <editor>Frederic Cazals and Pierre Kornprobst</editor>
                <imprint>
                  <publisher>Springer</publisher>
                  <biblScope unit="serie">Lectures Notes in Mathematical and Computational Biology</biblScope>
                  <biblScope unit="pp">165-191</biblScope>
                  <date type="datePub">2013</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1007/978-3-642-31208-3_5</idno>
              <ref target="http://www-sop.inria.fr/asclepios/Publications/Xavier.Pennec/McLeod_Pennec_CBB.pdf" type="seeAlso"/>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="info.info-im">Computer Science [cs]/Medical Imaging</classCode>
              <classCode scheme="halDomain" n="info.info-ti">Computer Science [cs]/Image Processing [eess.IV]</classCode>
              <classCode scheme="halDomain" n="info.info-ts">Computer Science [cs]/Signal and Image Processing</classCode>
              <classCode scheme="halDomain" n="spi.signal">Engineering Sciences [physics]/Signal and Image processing</classCode>
              <classCode scheme="halDomain" n="info.info-mo">Computer Science [cs]/Modeling and Simulation</classCode>
              <classCode scheme="halTypology" n="COUV">Book sections</classCode>
              <classCode scheme="halOldTypology" n="COUV">Book sections</classCode>
              <classCode scheme="halTreeTypology" n="COUV">Book sections</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>There is an increasing need for shape statistics in medical imaging to provide quantitative measures to aid in diagnosis, prognosis and therapy planning. In view of this, we describe methods for computing such statistics by utilizing a well-posed framework for representing the shape of surfaces as currents. Given this representation we can compute an atlas as a mean representation of the population and the main modes of variation around this mean. The modes are computed using principal component analysis (PCA) and applying standard correlation analysis to these allows to correlate shape features with clinical indices. Beyond this, we can compute a generative model of growth using partial least squares regression (PLS) and canonical correlation analysis (CCA). In this chapter, we investigate a clinical application of these statistical techniques on the shape of the heart for patients with repaired Tetralogy of Fallot (rToF), a severe congenital heard defect that requires surgical repair early in infancy. We relate the shape to the severity of the pathology and we build a bi-ventricular growth model of the rToF heart from cross-sectional data which gives insights about the evolution of the disease.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-30281" status="OLD">
          <idno type="RNSR">200518380L</idno>
          <orgName>Analysis and Simulation of Biomedical Images</orgName>
          <orgName type="acronym">ASCLEPIOS</orgName>
          <date type="start">2005-01-11</date>
          <date type="end">2017-12-31</date>
          <desc>
            <address>
              <addrLine>2004 route des lucioles, BP93 06902 Sophia Antipolis Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www-sop.inria.fr/asclepios</ref>
          </desc>
          <listRelation>
            <relation active="#struct-34586" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-24708" status="VALID">
          <orgName>Department of Imaging and Visualization [Siemens Corporate Research]</orgName>
          <desc>
            <address>
              <addrLine>Siemens Corporate Research 755 College Road East Princeton, N.J. 08540</addrLine>
              <country key="US"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-308127" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-189859" status="VALID">
          <idno type="ROR">https://ror.org/02sy42d13</idno>
          <orgName>IRCCS Ospedale Pediatrico Bambino Gesù = Bambino Gesù Children’s Hospital</orgName>
          <desc>
            <address>
              <addrLine>00165 Rome</addrLine>
              <country key="IT"/>
            </address>
            <ref type="url">http://www.ospedalebambinogesu.it</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-34586" status="VALID">
          <idno type="RNSR">198318250R</idno>
          <idno type="ROR">https://ror.org/01nzkaw91</idno>
          <orgName>Centre Inria d'Université Côte d'Azur</orgName>
          <desc>
            <address>
              <addrLine>2004 route des Lucioles BP 93 06902 Sophia Antipolis</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/centre/sophia/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300009" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-300009" status="VALID">
          <idno type="ROR">https://ror.org/02kvxyf05</idno>
          <orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
          <orgName type="acronym">Inria</orgName>
          <desc>
            <address>
              <addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/en/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-308127" status="INCOMING">
          <orgName>Siemens Corp Res</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>