Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem - Zhong, Qiu-Yue; Mittal, Leena P.; Nathan, Margo D.; Brown, Kara M.; González, Deborah Knudson; Cai, Tianrun; Finan, Sean; Gelaye, Bizu; Avillach, Paul; Smoller, Jordan W.; Karlson, Elizabeth W.; Cai, Tianxi; et al. (European journal of epidemiology, 2019)
Keywords: Adaptive algorithms; Algorithms; Cardiology; Codification; Data Mining; Diagnostic systems; Electronic Health Records; Electronic medical records; Epidemiology; Female; Humans; Infectious Diseases; International Classification of Diseases - standards; Language; Medical records; Medicine; Medicine & Public Health; Mental health; Natural Language Processing; Oncology; Pregnancy; Pregnancy Complications; PSYCHIATRIC EPIDEMIOLOGY; Public Health; Self destructive behavior; Suicidal behavior; Suicidal Ideation; Suicides & suicide attempts; Electronic medical; Classification algorithm; Natural language processing; Suicidal behavior; Pregnant women; Records