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Natural Language Processing for Surveillance of Cervical and Anal Cancer and Precancer: Algorithm Development and Split-Validation Study.

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第一作者： Carlos R,Oliveira

第一单位： Department of Pediatrics, Yale University School of Medicine, New Haven, CT, United States.

作者： Carlos R,Oliveira ^[1] ; Patrick,Niccolai ^[1] ; Anette Michelle,Ortiz ^[1] ; Sangini S,Sheth ^[2] ; Eugene D,Shapiro ^[3] ; Linda M,Niccolai ^[4] ; Cynthia A,Brandt ^[5]

作者单位： Department of Pediatrics, Yale University School of Medicine, New Haven, CT, United States. ^[1] Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale University School of Medicine, New Haven, CT, United States. ^[2] Department of Pediatrics, Yale University School of Medicine, New Haven, CT, United States.;Departments of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, United States. ^[3] Departments of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, United States. ^[4] Departments of Emergency Medicine, Biostatistics, and Health Informatics, Yale Schools of Medicine and Public Health, New Haven, CT, United States.;Veteran Affairs Connecticut Healthcare System, West Haven, CT, United States. ^[5]

关键词 HPV accuracy anal cancer automated data extraction cancer cervical cancer human papillomavirus natural language processing pathology reporting precancer surveillance

DOI 10.2196/20826

PMID 32469840

发布时间 2021-09-20

基金项目

L60 AI120154/AI/NIAID NIH HHS/United States UL1 TR001863/TR/NCATS NIH HHS/United States T32 AI007210/AI/NIAID NIH HHS/United States UL1 TR000142/TR/NCATS NIH HHS/United States KL2 TR001862/TR/NCATS NIH HHS/United States R01 AI123204/AI/NIAID NIH HHS/United States

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Natural Language Processing for Surveillance of Cervical and Anal Cancer and Precancer: Algorithm Development and Split-Validation Study.

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