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Ontology-driven and weakly supervised rare disease identification from clinical notes.

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第一作者： Hang,Dong

第一单位： Centre for Medical Informatics, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, United Kingdom. hang.dong@cs.ox.ac.uk.;Health Data Research UK, London, United Kingdom. hang.dong@cs.ox.ac.uk.;Department of Computer Science, University of Oxford, Oxford, United Kingdom. hang.dong@cs.ox.ac.uk.

作者： Hang,Dong ^[1] ; Víctor,Suárez-Paniagua ^[2] ; Huayu,Zhang ^[3] ; Minhong,Wang ^[4] ; Arlene,Casey ^[3] ; Emma,Davidson ^[5] ; Jiaoyan,Chen ^[6] ; Beatrice,Alex ^[7] ; William,Whiteley ^[8] ; Honghan,Wu ^[9]

作者单位： Centre for Medical Informatics, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, United Kingdom. hang.dong@cs.ox.ac.uk.;Health Data Research UK, London, United Kingdom. hang.dong@cs.ox.ac.uk.;Department of Computer Science, University of Oxford, Oxford, United Kingdom. hang.dong@cs.ox.ac.uk. ^[1] Centre for Medical Informatics, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, United Kingdom.;Health Data Research UK, London, United Kingdom. ^[2] Advanced Care Research Centre, Usher Institute, University of Edinburgh, Edinburgh, United Kingdom. ^[3] Institute of Health Informatics, University College London, London, United Kingdom. ^[4] Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom. ^[5] Department of Computer Science, The University of Manchester, Manchester, United Kingdom. ^[6] Edinburgh Futures Institute, University of Edinburgh, Edinburgh, United Kingdom. ^[7] Health Data Research UK, London, United Kingdom.;Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom. ^[8] Health Data Research UK, London, United Kingdom. honghan.wu@ucl.ac.uk.;Institute of Health Informatics, University College London, London, United Kingdom. honghan.wu@ucl.ac.uk. ^[9]

关键词 Clinical notes Natural language processing Ontology matching Phenotyping Rare diseases Weak supervision

医学主题词人类(Humans);少见病(Rare Diseases);自然语言处理(Natural Language Processing);统一医学语言系统(Unified Medical Language System);国际疾病分类法(International Classification of Diseases)

DOI 10.1186/s12911-023-02181-9

PMID 37147628

发布时间 2025-05-30

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准确一般字义偏差语意偏离译文作用小提交