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Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts.
Lombardo, Elia; Kurz, Christopher; Marschner, Sebastian; Avanzo, Michele; Gagliardi, Vito; Fanetti, Giuseppe; Franchin, Giovanni; Stancanello, Joseph; Corradini, Stefanie; Niyazi, Maximilian; Belka, Claus; Parodi, Katia; Riboldi, Marco; Landry, Guillaume.
Afiliación
  • Lombardo E; Department of Radiation Oncology, University Hospital, LMU Munich, Munich, 81377, Germany.
  • Kurz C; Department of Medical Physics, Faculty of Physics, Ludwig-Maximilians-Universität München, Garching, 85748, Germany.
  • Marschner S; Department of Radiation Oncology, University Hospital, LMU Munich, Munich, 81377, Germany.
  • Avanzo M; Department of Medical Physics, Faculty of Physics, Ludwig-Maximilians-Universität München, Garching, 85748, Germany.
  • Gagliardi V; Department of Radiation Oncology, University Hospital, LMU Munich, Munich, 81377, Germany.
  • Fanetti G; Medical Physics Department, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, 33081, Aviano, Italy.
  • Franchin G; Medical Physics Department, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, 33081, Aviano, Italy.
  • Stancanello J; Radiation Oncology Department, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, 33081, Aviano, Italy.
  • Corradini S; Radiation Oncology Department, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, 33081, Aviano, Italy.
  • Niyazi M; Guerbet SA, Villepinte, France.
  • Belka C; Department of Radiation Oncology, University Hospital, LMU Munich, Munich, 81377, Germany.
  • Parodi K; Department of Radiation Oncology, University Hospital, LMU Munich, Munich, 81377, Germany.
  • Riboldi M; Department of Radiation Oncology, University Hospital, LMU Munich, Munich, 81377, Germany.
  • Landry G; German Cancer Consortium (DKTK), Munich, 81377, Germany.
Sci Rep ; 11(1): 6418, 2021 03 19.
Article en En | MEDLINE | ID: mdl-33742070
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Procesamiento de Imagen Asistido por Computador / Aprendizaje Profundo / Neoplasias de Cabeza y Cuello / Ganglios Linfáticos / Metástasis Linfática Tipo de estudio: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged País/Región como asunto: America do norte / Europa Idioma: En Revista: Sci Rep Año: 2021 Tipo del documento: Article País de afiliación: Alemania Pais de publicación: Reino Unido
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Procesamiento de Imagen Asistido por Computador / Aprendizaje Profundo / Neoplasias de Cabeza y Cuello / Ganglios Linfáticos / Metástasis Linfática Tipo de estudio: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged País/Región como asunto: America do norte / Europa Idioma: En Revista: Sci Rep Año: 2021 Tipo del documento: Article País de afiliación: Alemania Pais de publicación: Reino Unido