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Metadata-independent classification of MRI sequences using convolutional neural networks: Successful application to prostate MRI.
Baumgärtner, Georg L; Hamm, Charlie A; Schulze-Weddige, Sophia; Ruppel, Richard; Beetz, Nick L; Rudolph, Madhuri; Dräger, Franziska; Froböse, Konrad P; Posch, Helena; Lenk, Julian; Biessmann, Felix; Penzkofer, Tobias.
Afiliación
  • Baumgärtner GL; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany. Electronic address: georg.baumgaertner@charite.de.
  • Hamm CA; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany; Berlin Institute of Health (BIH), Anna-Louisa-Karsch-Str
  • Schulze-Weddige S; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany. Electronic address: sophia.schulze-weddige@charite.de.
  • Ruppel R; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany. Electronic address: richard.ruppel@charite.de.
  • Beetz NL; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany. Electronic address: nick-lasse.beetz@charite.de.
  • Rudolph M; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany. Electronic address: madhuri.rudolph@charite.de.
  • Dräger F; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany. Electronic address: franziska.draeger@charite.de.
  • Froböse KP; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany. Electronic address: konrad.froboese@charite.de.
  • Posch H; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany. Electronic address: helena.posch@charite.de.
  • Lenk J; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany. Electronic address: julian.lenk@charite.de.
  • Biessmann F; Faculty VI - Informatics and Media, Berliner Hochschule für Technik (BHT), Einstein Center Digital Future, 13353 Berlin, Germany. Electronic address: felix.biessmann@bht-berlin.de.
  • Penzkofer T; Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Campus Virchow Klinikum, Augustenburgerplatz 1, 13353 Berlin, Germany; Berlin Institute of Health (BIH), Anna-Louisa-Karsch-Str
Eur J Radiol ; 166: 110964, 2023 Sep.
Article en En | MEDLINE | ID: mdl-37453274
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Próstata / Metadatos Tipo de estudio: Guideline Límite: Humans / Male Idioma: En Revista: Eur J Radiol Año: 2023 Tipo del documento: Article Pais de publicación: Irlanda
Texto completo
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XML
PubMed Links
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Próstata / Metadatos Tipo de estudio: Guideline Límite: Humans / Male Idioma: En Revista: Eur J Radiol Año: 2023 Tipo del documento: Article Pais de publicación: Irlanda