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Multi-institutional Prognostic Modeling in Head and Neck Cancer: Evaluating Impact and Generalizability of Deep Learning and Radiomics.
Kazmierski, Michal; Welch, Mattea; Kim, Sejin; McIntosh, Chris; Rey-McIntyre, Katrina; Huang, Shao Hui; Patel, Tirth; Tadic, Tony; Milosevic, Michael; Liu, Fei-Fei; Ryczkowski, Adam; Kazmierska, Joanna; Ye, Zezhong; Plana, Deborah; Aerts, Hugo J W L; Kann, Benjamin H; Bratman, Scott V; Hope, Andrew J; Haibe-Kains, Benjamin.
Afiliação
  • Kazmierski M; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
  • Welch M; Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
  • Kim S; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
  • McIntosh C; Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
  • Rey-McIntyre K; TECHNA Institute, Toronto, Ontario, Canada.
  • Huang SH; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
  • Patel T; Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
  • Tadic T; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
  • Milosevic M; TECHNA Institute, Toronto, Ontario, Canada.
  • Liu FF; Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
  • Ryczkowski A; Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
  • Kazmierska J; Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
  • Ye Z; Department of Radiation Oncology, University of Toronto, Ontario, Canada.
  • Plana D; TECHNA Institute, Toronto, Ontario, Canada.
  • Aerts HJWL; Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
  • Kann BH; Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
  • Bratman SV; Department of Radiation Oncology, University of Toronto, Ontario, Canada.
  • Hope AJ; TECHNA Institute, Toronto, Ontario, Canada.
  • Haibe-Kains B; Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
Cancer Res Commun ; 3(6): 1140-1151, 2023 06.
Article em En | MEDLINE | ID: mdl-37397861
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / Neoplasias de Cabeça e Pescoço Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Cancer Res Commun Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Canadá
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / Neoplasias de Cabeça e Pescoço Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Cancer Res Commun Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Canadá