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Prediction of Occult Invasive Disease in Ductal Carcinoma in Situ Using Deep Learning Features.
Shi, Bibo; Grimm, Lars J; Mazurowski, Maciej A; Baker, Jay A; Marks, Jeffrey R; King, Lorraine M; Maley, Carlo C; Hwang, E Shelley; Lo, Joseph Y.
Afiliación
  • Shi B; Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University School of Medicine, Durham, North Carolina. Electronic address: bibo.shi@duke.edu.
  • Grimm LJ; Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University School of Medicine, Durham, North Carolina.
  • Mazurowski MA; Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University School of Medicine, Durham, North Carolina.
  • Baker JA; Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University School of Medicine, Durham, North Carolina.
  • Marks JR; Department of Surgery, Duke University School of Medicine, Durham, North Carolina.
  • King LM; Department of Surgery, Duke University School of Medicine, Durham, North Carolina.
  • Maley CC; Biodesign Center for Personalized Diagnostics and School of Life Sciences, Arizona State University, Tempe, Arizona; Centre for Evolution and Cancer, Institute of Cancer Research, London, United Kingdom.
  • Hwang ES; Department of Surgery, Duke University School of Medicine, Durham, North Carolina.
  • Lo JY; Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University School of Medicine, Durham, North Carolina.
J Am Coll Radiol ; 15(3 Pt B): 527-534, 2018 03.
Article en En | MEDLINE | ID: mdl-29398498
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Contexto en salud: 1_ASSA2030 Problema de salud: 1_financiamento_saude Asunto principal: Neoplasias de la Mama / Carcinoma in Situ / Mamografía / Carcinoma Intraductal no Infiltrante / Aprendizaje Profundo Tipo de estudio: Health_economic_evaluation / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Aged / Female / Humans / Middle aged Idioma: En Revista: J Am Coll Radiol Asunto de la revista: RADIOLOGIA Año: 2018 Tipo del documento: Article
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Contexto en salud: 1_ASSA2030 Problema de salud: 1_financiamento_saude Asunto principal: Neoplasias de la Mama / Carcinoma in Situ / Mamografía / Carcinoma Intraductal no Infiltrante / Aprendizaje Profundo Tipo de estudio: Health_economic_evaluation / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Aged / Female / Humans / Middle aged Idioma: En Revista: J Am Coll Radiol Asunto de la revista: RADIOLOGIA Año: 2018 Tipo del documento: Article