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A deep learning algorithm to predict risk of pancreatic cancer from disease trajectories.
Placido, Davide; Yuan, Bo; Hjaltelin, Jessica X; Zheng, Chunlei; Haue, Amalie D; Chmura, Piotr J; Yuan, Chen; Kim, Jihye; Umeton, Renato; Antell, Gregory; Chowdhury, Alexander; Franz, Alexandra; Brais, Lauren; Andrews, Elizabeth; Marks, Debora S; Regev, Aviv; Ayandeh, Siamack; Brophy, Mary T; Do, Nhan V; Kraft, Peter; Wolpin, Brian M; Rosenthal, Michael H; Fillmore, Nathanael R; Brunak, Søren; Sander, Chris.
Afiliación
  • Placido D; Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
  • Yuan B; Harvard Medical School, Boston, MA, USA.
  • Hjaltelin JX; Dana-Farber Cancer Institute, Boston, MA, USA.
  • Zheng C; Broad Institute of MIT and Harvard, Boston, MA, USA.
  • Haue AD; Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
  • Chmura PJ; VA Boston Healthcare System, Boston, MA, USA.
  • Yuan C; Boston University School of Medicine, Boston, MA, USA.
  • Kim J; Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
  • Umeton R; Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
  • Antell G; Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
  • Chowdhury A; Harvard Medical School, Boston, MA, USA.
  • Franz A; Dana-Farber Cancer Institute, Boston, MA, USA.
  • Brais L; Harvard T.H. Chan School of Public Health, Boston, MA, USA.
  • Andrews E; Dana-Farber Cancer Institute, Boston, MA, USA.
  • Marks DS; Harvard T.H. Chan School of Public Health, Boston, MA, USA.
  • Regev A; Massachusetts Institute of Technology, Cambridge, MA, USA.
  • Ayandeh S; Weill Cornell Medicine, New York City, NY, USA.
  • Brophy MT; Dana-Farber Cancer Institute, Boston, MA, USA.
  • Do NV; Dana-Farber Cancer Institute, Boston, MA, USA.
  • Kraft P; Harvard Medical School, Boston, MA, USA.
  • Wolpin BM; Dana-Farber Cancer Institute, Boston, MA, USA.
  • Rosenthal MH; Broad Institute of MIT and Harvard, Boston, MA, USA.
  • Fillmore NR; Dana-Farber Cancer Institute, Boston, MA, USA.
  • Brunak S; Dana-Farber Cancer Institute, Boston, MA, USA.
  • Sander C; Harvard Medical School, Boston, MA, USA.
Nat Med ; 29(5): 1113-1122, 2023 05.
Article en En | MEDLINE | ID: mdl-37156936
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Neoplasias Pancreáticas / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Idioma: En Revista: Nat Med Asunto de la revista: BIOLOGIA MOLECULAR / MEDICINA Año: 2023 Tipo del documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Base de datos: MEDLINE Asunto principal: Neoplasias Pancreáticas / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Idioma: En Revista: Nat Med Asunto de la revista: BIOLOGIA MOLECULAR / MEDICINA Año: 2023 Tipo del documento: Article