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Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types.
De Angeli, Kevin; Gao, Shang; Danciu, Ioana; Durbin, Eric B; Wu, Xiao-Cheng; Stroup, Antoinette; Doherty, Jennifer; Schwartz, Stephen; Wiggins, Charles; Damesyn, Mark; Coyle, Linda; Penberthy, Lynne; Tourassi, Georgia D; Yoon, Hong-Jun.
Afiliación
  • De Angeli K; Oak Ridge National Laboratory, 1 Bethel Valley Rd, Oak Ridge, TN 37830, USA; The Bredesen Center, The University of Tennessee, 821 Volunteer Blvd. Knoxville, TN 37996, USA. Electronic address: kevindeangeli94@gmail.com.
  • Gao S; Oak Ridge National Laboratory, 1 Bethel Valley Rd, Oak Ridge, TN 37830, USA.
  • Danciu I; Oak Ridge National Laboratory, 1 Bethel Valley Rd, Oak Ridge, TN 37830, USA; Department of Biomedical Informatics, Vanderbilt University, 2525 West End Avenue, Nashville, TN 37203, USA.
  • Durbin EB; College of Medicine, University of Kentucky, Lexington, KY 40536, USA.
  • Wu XC; Louisiana State University Health Sciences Center, School of Public Health, New Orleans, LA 70112, USA.
  • Stroup A; Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, 08901, USA.
  • Doherty J; Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84132, USA.
  • Schwartz S; Fred Hutchinson Cancer Research Center, Epidemiology Program, Seattle, WA 98109, USA.
  • Wiggins C; University of New Mexico, Albuquerque, NM 87131, USA.
  • Damesyn M; California Department of Public Health, Sacramento, CA 59814, USA.
  • Coyle L; Information Management Services Inc., Calverton, MD 20705, USA.
  • Penberthy L; National Cancer Institute, Bethesda, MD 20814, USA.
  • Tourassi GD; Oak Ridge National Laboratory, 1 Bethel Valley Rd, Oak Ridge, TN 37830, USA.
  • Yoon HJ; Oak Ridge National Laboratory, 1 Bethel Valley Rd, Oak Ridge, TN 37830, USA.
J Biomed Inform ; 125: 103957, 2022 01.
Article en En | MEDLINE | ID: mdl-34823030
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Texto completo: 1 Colección: 01-internacional Asunto principal: Procesamiento de Lenguaje Natural / Neoplasias Tipo de estudio: Guideline / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: J Biomed Inform Asunto de la revista: INFORMATICA MEDICA Año: 2022 Tipo del documento: Article
Texto completo
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Texto completo: 1 Colección: 01-internacional Asunto principal: Procesamiento de Lenguaje Natural / Neoplasias Tipo de estudio: Guideline / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: J Biomed Inform Asunto de la revista: INFORMATICA MEDICA Año: 2022 Tipo del documento: Article