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Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports.
Yoon, Hong-Jun; Klasky, Hilda B; Gounley, John P; Alawad, Mohammed; Gao, Shang; Durbin, Eric B; Wu, Xiao-Cheng; Stroup, Antoinette; Doherty, Jennifer; Coyle, Linda; Penberthy, Lynne; Blair Christian, J; Tourassi, Georgia D.
Affiliation
  • Yoon HJ; Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830, United States of America. Electronic address: yoonh@ornl.gov.
  • Klasky HB; Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830, United States of America. Electronic address: klaskyhb@ornl.gov.
  • Gounley JP; Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830, United States of America. Electronic address: gounleyjp@ornl.gov.
  • Alawad M; Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830, United States of America. Electronic address: alawadmm@ornl.gov.
  • Gao S; Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830, United States of America. Electronic address: gaos@ornl.gov.
  • Durbin EB; College of Medicine, University of Kentucky, Lexington, KY 40536, United States of America. Electronic address: ericd@kcr.uky.edu.
  • Wu XC; Louisiana Tumor Registry, Louisiana State University Health Sciences Center, School of Public Health, New Orleans, LA 70112, United States of America. Electronic address: XWu@lsuhsc.edu.
  • Stroup A; New Jersey State Cancer Registry, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, 08901, United States of America. Electronic address: nan.stroup@rutgers.edu.
  • Doherty J; Utah Cancer Registry, University of Utah School of Medicine, Salt Lake City, UT 84132, United States of America. Electronic address: Jen.Doherty@hci.utah.edu.
  • Coyle L; Information Management Services Inc., Calverton, MD 20705, United States of America. Electronic address: coylel@imsweb.com.
  • Penberthy L; Surveillance Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD 20814, United States of America. Electronic address: lynnepenberthy.schumacher-penberthy@nih.gov.
  • Blair Christian J; Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830, United States of America. Electronic address: christianjb@ornl.gov.
  • Tourassi GD; National Center for Computational Sciences, Oak Ridge National Laboratory, Oak Ridge, TN 37830, United States of America. Electronic address: tourassig@ornl.gov.
J Biomed Inform ; 110: 103564, 2020 10.
Article in En | MEDLINE | ID: mdl-32919043
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Neural Networks, Computer / Neoplasms Type of study: Prognostic_studies Limits: Humans Language: En Journal: J Biomed Inform Journal subject: INFORMATICA MEDICA Year: 2020 Document type: Article Country of publication: United States
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Neural Networks, Computer / Neoplasms Type of study: Prognostic_studies Limits: Humans Language: En Journal: J Biomed Inform Journal subject: INFORMATICA MEDICA Year: 2020 Document type: Article Country of publication: United States