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Deep learning classification of inverted papilloma malignant transformation using 3D convolutional neural networks and magnetic resonance imaging.
Liu, George S; Yang, Angela; Kim, Dayoung; Hojel, Andrew; Voevodsky, Diana; Wang, Julia; Tong, Charles C L; Ungerer, Heather; Palmer, James N; Kohanski, Michael A; Nayak, Jayakar V; Hwang, Peter H; Adappa, Nithin D; Patel, Zara M.
Afiliação
  • Liu GS; Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA.
  • Yang A; Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA.
  • Kim D; Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA.
  • Hojel A; Department of Computer Science, Stanford University, Stanford, CA.
  • Voevodsky D; Department of Mathematics, Stanford University, Stanford, CA.
  • Wang J; Department of Electrical Engineering, Stanford University, Stanford, CA.
  • Tong CCL; Department of Otolaryngology-Head and Neck Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA.
  • Ungerer H; Department of Otolaryngology-Head and Neck Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA.
  • Palmer JN; Department of Otolaryngology-Head and Neck Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA.
  • Kohanski MA; Department of Otolaryngology-Head and Neck Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA.
  • Nayak JV; Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA.
  • Hwang PH; Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA.
  • Adappa ND; Department of Otolaryngology-Head and Neck Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA.
  • Patel ZM; Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA.
Int Forum Allergy Rhinol ; 12(8): 1025-1033, 2022 08.
Article em En | MEDLINE | ID: mdl-34989484
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Papiloma Invertido / Aprendizado Profundo Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Papiloma Invertido / Aprendizado Profundo Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article