Developing automated methods for disease subtyping in UK Biobank: an exemplar study on stroke

BMC Medical Informatics and Decision Making

William Whiteley¹  Kristiina Rannikmäe²  Cathie Sudlow³  Honghan Wu⁴  Steven Tominey⁵  Naomi Allen⁶ 

[1] Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK;Nuffield Department of Population Health, University of Oxford, Oxford, UK;Centre for Medical Informatics, University of Edinburgh, NINE Edinburgh BioQuarter, 9 Little France Road, EH16 4UX, Edinburgh, UK;Health Data Research UK, London, UK;Centre for Medical Informatics, University of Edinburgh, NINE Edinburgh BioQuarter, 9 Little France Road, EH16 4UX, Edinburgh, UK;Health Data Research UK, London, UK;BHF Data Science Centre, London, UK;Health Data Research UK, London, UK;Institute of Health Informatics, University College London, London, UK;Medical School, University of Edinburgh, Edinburgh, UK;Nuffield Department of Population Health, University of Oxford, Oxford, UK;UK Biobank, Stockport, UK;

关键词: Natural language processing;    Disease subtyping;    Stroke;    Cerebral hemorrhage;    Brain scan;   

DOI  :  10.1186/s12911-021-01556-0

来源: Springer

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