Predictive analysis for identifying potentially undiagnosed post-stroke spasticity patients in United Kingdom.

Andrew Paul Cox,Mireia Raluy-Callado,Meng Wang,Abdel Magid Bakheit,Austen Peter Moore,Jérôme Dinet

Journal of Biomedical Informatics（2016）

引用 17|浏览20

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摘要

•Post Stroke Spasticity (PSS) is an important and common condition.•PSS was found to be under-recorded in UK primary care data.•A machine learning approach was used to detect unrecorded PSS cases.•Using this approach prevalence of PSS cases in UK primary care data was increased from 2% to 13%.

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关键词

Spasticity,Stroke,Machine learning,Random forest,Electronic medical records

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