Med7: A transferable clinical natural language processing model for electronic health records.

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作者： Andrey,Kormilitzin ^[1] ; Nemanja,Vaci ^[2] ; Qiang,Liu ^[3] ; Alejo,Nevado-Holgado ^[3]

作者单位： Department of Psychiatry, University of Oxford, Oxford OX3 7JX, United Kingdom. Electronic address: andrey.kormilitzin@psych.ox.ac.uk. ^[1] Department of Psychology, University of Sheffield, Sheffield S1 1HD, United Kingdom. ^[2] Department of Psychiatry, University of Oxford, Oxford OX3 7JX, United Kingdom. ^[3]

关键词 Active learning Clinical natural language processing Neural networks Noisy labelling Self-supervised learning

主题词电子健康病历(Electronic Health Records);人类(Humans);信息存储和检索(Information Storage and Retrieval);重症监护病房(Intensive Care Units);自然语言处理(Natural Language Processing)

DOI 10.1016/j.artmed.2021.102086

PMID 34412834

发布时间 2021-09-08

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准确一般字义偏差语意偏离译文作用小提交