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A convolutional neural network with self-attention for fully automated metabolic tumor volume delineation of head and neck cancer in [Formula: see text]F]FDG PET/CT.
Nikulin, Pavel; Zschaeck, Sebastian; Maus, Jens; Cegla, Paulina; Lombardo, Elia; Furth, Christian; Kazmierska, Joanna; Rogasch, Julian M M; Holzgreve, Adrien; Albert, Nathalie L; Ferentinos, Konstantinos; Strouthos, Iosif; Hajiyianni, Marina; Marschner, Sebastian N; Belka, Claus; Landry, Guillaume; Cholewinski, Witold; Kotzerke, Jörg; Hofheinz, Frank; van den Hoff, Jörg.
  • Nikulin P; Helmholtz-Zentrum Dresden-Rossendorf, PET Center, Institute of Radiopharmaceutical Cancer Research, Bautzner Landstrasse 400, 01328, Dresden, Germany. p.nikulin@hzdr.de.
  • Zschaeck S; Department of Radiation Oncology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Maus J; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Cegla P; Helmholtz-Zentrum Dresden-Rossendorf, PET Center, Institute of Radiopharmaceutical Cancer Research, Bautzner Landstrasse 400, 01328, Dresden, Germany.
  • Lombardo E; Department of Nuclear Medicine, Greater Poland Cancer Centre, Poznan, Poland.
  • Furth C; Department of Radiation Oncology, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Munich, Germany.
  • Kazmierska J; Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Rogasch JMM; Electroradiology Department, University of Medical Sciences, Poznan, Poland.
  • Holzgreve A; Radiotherapy Department II, Greater Poland Cancer Centre, Poznan, Poland.
  • Albert NL; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Ferentinos K; Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Strouthos I; Department of Nuclear Medicine, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Munich, Germany.
  • Hajiyianni M; Department of Nuclear Medicine, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Munich, Germany.
  • Marschner SN; Department of Radiation Oncology, German Oncology Center, European University Cyprus, Limassol, Cyprus.
  • Belka C; Department of Radiation Oncology, German Oncology Center, European University Cyprus, Limassol, Cyprus.
  • Landry G; Department of Radiation Oncology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Cholewinski W; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Kotzerke J; Department of Radiation Oncology, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Munich, Germany.
  • Hofheinz F; Department of Radiation Oncology, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Munich, Germany.
  • van den Hoff J; German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany.
Eur J Nucl Med Mol Imaging ; 50(9): 2751-2766, 2023 07.
Article en En | MEDLINE | ID: mdl-37079128
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Tomografía Computarizada por Tomografía de Emisión de Positrones / Neoplasias de Cabeza y Cuello Tipo de estudio: Guideline / Prognostic_studies Límite: Humans Idioma: En Año: 2023 Tipo del documento: Article
Texto completo
Imprimir
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PubMed Links
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Tomografía Computarizada por Tomografía de Emisión de Positrones / Neoplasias de Cabeza y Cuello Tipo de estudio: Guideline / Prognostic_studies Límite: Humans Idioma: En Año: 2023 Tipo del documento: Article