Classification and evaluation strategies of auto-segmentation approaches for PET: Report of AAPM task group No. 211.
Identifieur interne : 001000 ( Main/Exploration ); précédent : 000F99; suivant : 001001Classification and evaluation strategies of auto-segmentation approaches for PET: Report of AAPM task group No. 211.
Auteurs : Mathieu Hatt [France] ; John A. Lee [Belgique] ; Charles R. Schmidtlein [États-Unis] ; Issam El Naqa [États-Unis] ; Curtis Caldwell [Canada] ; Elisabetta De Bernardi [Italie] ; Wei Lu [États-Unis] ; Shiva Das [États-Unis] ; Xavier Geets [Belgique] ; Vincent Gregoire [Belgique] ; Robert Jeraj [États-Unis] ; Michael P. Macmanus [Australie] ; Osama R. Mawlawi [États-Unis] ; Ursula Nestle [Allemagne] ; Andrei B. Pugachev [États-Unis] ; Heiko Schöder [États-Unis] ; Tony Shepherd [Finlande] ; Emiliano Spezi [Royaume-Uni] ; Dimitris Visvikis [France] ; Habib Zaidi [Suisse] ; Assen S. Kirov [États-Unis]Source :
- Medical physics [ 2473-4209 ] ; 2017.
Abstract
The purpose of this educational report is to provide an overview of the present state-of-the-art PET auto-segmentation (PET-AS) algorithms and their respective validation, with an emphasis on providing the user with help in understanding the challenges and pitfalls associated with selecting and implementing a PET-AS algorithm for a particular application.
DOI: 10.1002/mp.12124
PubMed: 28120467
Affiliations:
- Allemagne, Australie, Belgique, Canada, Finlande, France, Italie, Royaume-Uni, Suisse, États-Unis
- Bade-Wurtemberg, District de Fribourg-en-Brisgau, Région Bretagne, Victoria (État), Vienne (Autriche)
- Brest, Fribourg-en-Brisgau, Louvain-la-Neuve, Melbourne, Vienne (Autriche)
- Université catholique de Louvain
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Lee</name><affiliation wicri:level="4"><nlm:affiliation>Université catholique de Louvain (IREC/MIRO) & FNRS, Brussels, 1200, Belgium.</nlm:affiliation><country xml:lang="fr">Belgique</country><wicri:regionArea>Université catholique de Louvain (IREC/MIRO) & FNRS, Brussels, 1200</wicri:regionArea><placeName><region type="land" nuts="2">Vienne (Autriche)</region><settlement type="city">Vienne (Autriche)</settlement><settlement type="city">Louvain-la-Neuve</settlement></placeName><orgName type="university">Université catholique de Louvain</orgName></affiliation></author><author><name sortKey="Schmidtlein, Charles R" sort="Schmidtlein, Charles R" uniqKey="Schmidtlein C" first="Charles R" last="Schmidtlein">Charles R. Schmidtlein</name><affiliation wicri:level="1"><nlm:affiliation>Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Memorial Sloan Kettering Cancer Center, New York, NY, 10065</wicri:regionArea><wicri:noRegion>10065</wicri:noRegion></affiliation></author><author><name sortKey="Naqa, Issam El" sort="Naqa, Issam El" uniqKey="Naqa I" first="Issam El" last="Naqa">Issam El Naqa</name><affiliation wicri:level="1"><nlm:affiliation>University of Michigan, Ann Arbor, MI, 48103, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>University of Michigan, Ann Arbor, MI, 48103</wicri:regionArea><wicri:noRegion>48103</wicri:noRegion></affiliation></author><author><name sortKey="Caldwell, Curtis" sort="Caldwell, Curtis" uniqKey="Caldwell C" first="Curtis" last="Caldwell">Curtis Caldwell</name><affiliation wicri:level="1"><nlm:affiliation>Sunnybrook Health Sciences Center, Toronto, ON, M4N 3M5, Canada.</nlm:affiliation><country xml:lang="fr">Canada</country><wicri:regionArea>Sunnybrook Health Sciences Center, Toronto, ON, M4N 3M5</wicri:regionArea><wicri:noRegion>M4N 3M5</wicri:noRegion></affiliation></author><author><name sortKey="De Bernardi, Elisabetta" sort="De Bernardi, Elisabetta" uniqKey="De Bernardi E" first="Elisabetta" last="De Bernardi">Elisabetta De Bernardi</name><affiliation wicri:level="1"><nlm:affiliation>University of Milano-Bicocca, Monza, Italy.</nlm:affiliation><country xml:lang="fr">Italie</country><wicri:regionArea>University of Milano-Bicocca, Monza</wicri:regionArea><wicri:noRegion>Monza</wicri:noRegion></affiliation></author><author><name sortKey="Lu, Wei" sort="Lu, Wei" uniqKey="Lu W" first="Wei" last="Lu">Wei Lu</name><affiliation wicri:level="1"><nlm:affiliation>Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Memorial Sloan Kettering Cancer Center, New York, NY, 10065</wicri:regionArea><wicri:noRegion>10065</wicri:noRegion></affiliation></author><author><name sortKey="Das, Shiva" sort="Das, Shiva" uniqKey="Das S" first="Shiva" last="Das">Shiva Das</name><affiliation wicri:level="1"><nlm:affiliation>University of North Carolina, Chapel Hill, NC, 27599, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>University of North Carolina, Chapel Hill, NC, 27599</wicri:regionArea><wicri:noRegion>27599</wicri:noRegion></affiliation></author><author><name sortKey="Geets, Xavier" sort="Geets, Xavier" uniqKey="Geets X" first="Xavier" last="Geets">Xavier Geets</name><affiliation wicri:level="4"><nlm:affiliation>Université catholique de Louvain (IREC/MIRO) & FNRS, Brussels, 1200, Belgium.</nlm:affiliation><country xml:lang="fr">Belgique</country><wicri:regionArea>Université catholique de Louvain (IREC/MIRO) & FNRS, Brussels, 1200</wicri:regionArea><placeName><region type="land" nuts="2">Vienne (Autriche)</region><settlement type="city">Vienne (Autriche)</settlement><settlement type="city">Louvain-la-Neuve</settlement></placeName><orgName type="university">Université catholique de Louvain</orgName></affiliation></author><author><name sortKey="Gregoire, Vincent" sort="Gregoire, Vincent" uniqKey="Gregoire V" first="Vincent" last="Gregoire">Vincent Gregoire</name><affiliation wicri:level="4"><nlm:affiliation>Université catholique de Louvain (IREC/MIRO) & FNRS, Brussels, 1200, Belgium.</nlm:affiliation><country xml:lang="fr">Belgique</country><wicri:regionArea>Université catholique de Louvain (IREC/MIRO) & FNRS, Brussels, 1200</wicri:regionArea><placeName><region type="land" nuts="2">Vienne (Autriche)</region><settlement type="city">Vienne (Autriche)</settlement><settlement type="city">Louvain-la-Neuve</settlement></placeName><orgName type="university">Université catholique de Louvain</orgName></affiliation></author><author><name sortKey="Jeraj, Robert" sort="Jeraj, Robert" uniqKey="Jeraj R" first="Robert" last="Jeraj">Robert Jeraj</name><affiliation wicri:level="1"><nlm:affiliation>University of Wisconsin, Madison, WI, 53705, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>University of Wisconsin, Madison, WI, 53705</wicri:regionArea><wicri:noRegion>53705</wicri:noRegion></affiliation></author><author><name sortKey="Macmanus, Michael P" sort="Macmanus, Michael P" uniqKey="Macmanus M" first="Michael P" last="Macmanus">Michael P. Macmanus</name><affiliation wicri:level="3"><nlm:affiliation>Peter MacCallum Cancer Centre, Melbourne, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Peter MacCallum Cancer Centre, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation></author><author><name sortKey="Mawlawi, Osama R" sort="Mawlawi, Osama R" uniqKey="Mawlawi O" first="Osama R" last="Mawlawi">Osama R. Mawlawi</name><affiliation wicri:level="1"><nlm:affiliation>MD Anderson Cancer Center, Houston, TX, 77030, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>MD Anderson Cancer Center, Houston, TX, 77030</wicri:regionArea><wicri:noRegion>77030</wicri:noRegion></affiliation></author><author><name sortKey="Nestle, Ursula" sort="Nestle, Ursula" uniqKey="Nestle U" first="Ursula" last="Nestle">Ursula Nestle</name><affiliation wicri:level="3"><nlm:affiliation>Universitätsklinikum Freiburg, Freiburg, 79106, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Universitätsklinikum Freiburg, Freiburg, 79106</wicri:regionArea><placeName><region type="land" nuts="1">Bade-Wurtemberg</region><region type="district" nuts="2">District de Fribourg-en-Brisgau</region><settlement type="city">Fribourg-en-Brisgau</settlement></placeName></affiliation></author><author><name sortKey="Pugachev, Andrei B" sort="Pugachev, Andrei B" uniqKey="Pugachev A" first="Andrei B" last="Pugachev">Andrei B. Pugachev</name><affiliation wicri:level="1"><nlm:affiliation>University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>University of Texas Southwestern Medical Center, Dallas, TX, 75390</wicri:regionArea><wicri:noRegion>75390</wicri:noRegion></affiliation></author><author><name sortKey="Schoder, Heiko" sort="Schoder, Heiko" uniqKey="Schoder H" first="Heiko" last="Schöder">Heiko Schöder</name><affiliation wicri:level="1"><nlm:affiliation>Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Memorial Sloan Kettering Cancer Center, New York, NY, 10065</wicri:regionArea><wicri:noRegion>10065</wicri:noRegion></affiliation></author><author><name sortKey="Shepherd, Tony" sort="Shepherd, Tony" uniqKey="Shepherd T" first="Tony" last="Shepherd">Tony Shepherd</name><affiliation wicri:level="1"><nlm:affiliation>Turku University Hospital, Turku, 20521, Finland.</nlm:affiliation><country xml:lang="fr">Finlande</country><wicri:regionArea>Turku University Hospital, Turku, 20521</wicri:regionArea><wicri:noRegion>20521</wicri:noRegion></affiliation></author><author><name sortKey="Spezi, Emiliano" sort="Spezi, Emiliano" uniqKey="Spezi E" first="Emiliano" last="Spezi">Emiliano Spezi</name><affiliation wicri:level="1"><nlm:affiliation>School of Engineering, Cardiff University, Cardiff, Wales, United Kingdom.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>School of Engineering, Cardiff University, Cardiff, Wales</wicri:regionArea><wicri:noRegion>Wales</wicri:noRegion></affiliation></author><author><name sortKey="Visvikis, Dimitris" sort="Visvikis, Dimitris" uniqKey="Visvikis D" first="Dimitris" last="Visvikis">Dimitris Visvikis</name><affiliation wicri:level="3"><nlm:affiliation>INSERM, UMR 1101, LaTIM, University of Brest, IBSAM, Brest, France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>INSERM, UMR 1101, LaTIM, University of Brest, IBSAM, Brest</wicri:regionArea><placeName><region type="region">Région Bretagne</region><region type="old region">Région Bretagne</region><settlement type="city">Brest</settlement></placeName></affiliation></author><author><name sortKey="Zaidi, Habib" sort="Zaidi, Habib" uniqKey="Zaidi H" first="Habib" last="Zaidi">Habib Zaidi</name><affiliation wicri:level="1"><nlm:affiliation>Geneva University Hospital, Geneva, CH-1211, Switzerland.</nlm:affiliation><country xml:lang="fr">Suisse</country><wicri:regionArea>Geneva University Hospital, Geneva, CH-1211</wicri:regionArea><wicri:noRegion>CH-1211</wicri:noRegion></affiliation></author><author><name sortKey="Kirov, Assen S" sort="Kirov, Assen S" uniqKey="Kirov A" first="Assen S" last="Kirov">Assen S. Kirov</name><affiliation wicri:level="1"><nlm:affiliation>Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Memorial Sloan Kettering Cancer Center, New York, NY, 10065</wicri:regionArea><wicri:noRegion>10065</wicri:noRegion></affiliation></author></analytic><series><title level="j">Medical physics</title><idno type="eISSN">2473-4209</idno><imprint><date when="2017" type="published">2017</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">The purpose of this educational report is to provide an overview of the present state-of-the-art PET auto-segmentation (PET-AS) algorithms and their respective validation, with an emphasis on providing the user with help in understanding the challenges and pitfalls associated with selecting and implementing a PET-AS algorithm for a particular application.</div></front></TEI><affiliations><list><country><li>Allemagne</li><li>Australie</li><li>Belgique</li><li>Canada</li><li>Finlande</li><li>France</li><li>Italie</li><li>Royaume-Uni</li><li>Suisse</li><li>États-Unis</li></country><region><li>Bade-Wurtemberg</li><li>District de Fribourg-en-Brisgau</li><li>Région Bretagne</li><li>Victoria (État)</li><li>Vienne (Autriche)</li></region><settlement><li>Brest</li><li>Fribourg-en-Brisgau</li><li>Louvain-la-Neuve</li><li>Melbourne</li><li>Vienne (Autriche)</li></settlement><orgName><li>Université catholique de Louvain</li></orgName></list><tree><country name="France"><region name="Région Bretagne"><name sortKey="Hatt, Mathieu" sort="Hatt, Mathieu" uniqKey="Hatt M" first="Mathieu" last="Hatt">Mathieu Hatt</name></region><name sortKey="Visvikis, Dimitris" sort="Visvikis, Dimitris" uniqKey="Visvikis D" first="Dimitris" last="Visvikis">Dimitris Visvikis</name></country><country name="Belgique"><region name="Vienne (Autriche)"><name sortKey="Lee, John A" sort="Lee, John A" uniqKey="Lee J" first="John A" last="Lee">John A. Lee</name></region><name sortKey="Geets, Xavier" sort="Geets, Xavier" uniqKey="Geets X" first="Xavier" last="Geets">Xavier Geets</name><name sortKey="Gregoire, Vincent" sort="Gregoire, Vincent" uniqKey="Gregoire V" first="Vincent" last="Gregoire">Vincent Gregoire</name></country><country name="États-Unis"><noRegion><name sortKey="Schmidtlein, Charles R" sort="Schmidtlein, Charles R" uniqKey="Schmidtlein C" first="Charles R" last="Schmidtlein">Charles R. Schmidtlein</name></noRegion><name sortKey="Das, Shiva" sort="Das, Shiva" uniqKey="Das S" first="Shiva" last="Das">Shiva Das</name><name sortKey="Jeraj, Robert" sort="Jeraj, Robert" uniqKey="Jeraj R" first="Robert" last="Jeraj">Robert Jeraj</name><name sortKey="Kirov, Assen S" sort="Kirov, Assen S" uniqKey="Kirov A" first="Assen S" last="Kirov">Assen S. Kirov</name><name sortKey="Lu, Wei" sort="Lu, Wei" uniqKey="Lu W" first="Wei" last="Lu">Wei Lu</name><name sortKey="Mawlawi, Osama R" sort="Mawlawi, Osama R" uniqKey="Mawlawi O" first="Osama R" last="Mawlawi">Osama R. Mawlawi</name><name sortKey="Naqa, Issam El" sort="Naqa, Issam El" uniqKey="Naqa I" first="Issam El" last="Naqa">Issam El Naqa</name><name sortKey="Pugachev, Andrei B" sort="Pugachev, Andrei B" uniqKey="Pugachev A" first="Andrei B" last="Pugachev">Andrei B. Pugachev</name><name sortKey="Schoder, Heiko" sort="Schoder, Heiko" uniqKey="Schoder H" first="Heiko" last="Schöder">Heiko Schöder</name></country><country name="Canada"><noRegion><name sortKey="Caldwell, Curtis" sort="Caldwell, Curtis" uniqKey="Caldwell C" first="Curtis" last="Caldwell">Curtis Caldwell</name></noRegion></country><country name="Italie"><noRegion><name sortKey="De Bernardi, Elisabetta" sort="De Bernardi, Elisabetta" uniqKey="De Bernardi E" first="Elisabetta" last="De Bernardi">Elisabetta De Bernardi</name></noRegion></country><country name="Australie"><region name="Victoria (État)"><name sortKey="Macmanus, Michael P" sort="Macmanus, Michael P" uniqKey="Macmanus M" first="Michael P" last="Macmanus">Michael P. Macmanus</name></region></country><country name="Allemagne"><region name="Bade-Wurtemberg"><name sortKey="Nestle, Ursula" sort="Nestle, Ursula" uniqKey="Nestle U" first="Ursula" last="Nestle">Ursula Nestle</name></region></country><country name="Finlande"><noRegion><name sortKey="Shepherd, Tony" sort="Shepherd, Tony" uniqKey="Shepherd T" first="Tony" last="Shepherd">Tony Shepherd</name></noRegion></country><country name="Royaume-Uni"><noRegion><name sortKey="Spezi, Emiliano" sort="Spezi, Emiliano" uniqKey="Spezi E" first="Emiliano" last="Spezi">Emiliano Spezi</name></noRegion></country><country name="Suisse"><noRegion><name sortKey="Zaidi, Habib" sort="Zaidi, Habib" uniqKey="Zaidi H" first="Habib" last="Zaidi">Habib Zaidi</name></noRegion></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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