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Deep learning dose prediction for IMRT of esophageal cancer: The effect of data quality and quantity on model performance.
Barragán-Montero, Ana M; Thomas, Melissa; Defraene, Gilles; Michiels, Steven; Haustermans, Karin; Lee, John A; Sterpin, Edmond.
Afiliação
  • Barragán-Montero AM; UCLouvain - Institut de Recherche Expérimentale et Clinique - Molecular Imaging Radiotherapy and Oncology (MIRO), Brussels, Belgium. Electronic address: ana.barragan@uclouvain.be.
  • Thomas M; KU Leuven - Department of Oncology - Laboratory of Experimental Radiotherapy, Leuven, Belgium; University Hospitals Leuven, Department of Radiation Oncology, 3000 Leuven, Belgium.
  • Defraene G; KU Leuven - Department of Oncology - Laboratory of Experimental Radiotherapy, Leuven, Belgium.
  • Michiels S; UCLouvain - Institut de Recherche Expérimentale et Clinique - Molecular Imaging Radiotherapy and Oncology (MIRO), Brussels, Belgium.
  • Haustermans K; KU Leuven - Department of Oncology - Laboratory of Experimental Radiotherapy, Leuven, Belgium; University Hospitals Leuven, Department of Radiation Oncology, 3000 Leuven, Belgium.
  • Lee JA; UCLouvain - Institut de Recherche Expérimentale et Clinique - Molecular Imaging Radiotherapy and Oncology (MIRO), Brussels, Belgium.
  • Sterpin E; UCLouvain - Institut de Recherche Expérimentale et Clinique - Molecular Imaging Radiotherapy and Oncology (MIRO), Brussels, Belgium; KU Leuven - Department of Oncology - Laboratory of Experimental Radiotherapy, Leuven, Belgium.
Phys Med ; 83: 52-63, 2021 Mar.
Article em En | MEDLINE | ID: mdl-33713919
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Esofágicas / Radioterapia de Intensidade Modulada / Aprendizado Profundo Tipo de estudo: Etiology_studies / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Phys Med Assunto da revista: BIOFISICA / BIOLOGIA / MEDICINA Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Esofágicas / Radioterapia de Intensidade Modulada / Aprendizado Profundo Tipo de estudo: Etiology_studies / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Phys Med Assunto da revista: BIOFISICA / BIOLOGIA / MEDICINA Ano de publicação: 2021 Tipo de documento: Article