Identifying risks areas related to medication administrations - text mining analysis using free-text descriptions of incident reports

被引:0
作者
Marja Härkänen
Jussi Paananen
Trevor Murrells
Anne Marie Rafferty
Bryony Dean Franklin
机构
[1] University of Eastern Finland,Department of Nursing Science
[2] Institute of Biomedicine,Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care
[3] University of Eastern Finland,Centre for Medication Safety and Service Quality, Imperial College Healthcare NHS Trust
[4] King’s College London,undefined
[5] Charing Cross Hospital,undefined
来源
BMC Health Services Research | / 19卷
关键词
Incident reports; Medication administration; Text mining; Clustering; Risk;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 72 条
[1]  
Hamon T(2010)Linguistic approach for identification of medication names and related information in clinical narratives J Am Med Inform Assoc 17 549-554
[2]  
Grabar N(2014)Identifying high-risk medication: a systematic literature review Eur J Clin Pharmacol 70 637-645
[3]  
Saedder EA(2018)Text-document clustering-based cause and effect analysis methodology for steel plant incident data Int J Inj Control Saf Promot 25 416-426
[4]  
Brock B(2014)MedXN: an open source medication extraction and normalization tool for clinical text J Am Med Inform Assoc 21 858-865
[5]  
Nielsen LP(2013)Biomedical text mining and its applications in cancer research J Biomed Inform 46 200-211
[6]  
Bonnerup DK(2010)MedEx: a medication information extraction system for clinical narratives J Am Med Inform Assoc 17 19-24
[7]  
Lisby M(2012)Recognition of medication information from discharge summaries using ensembles of classifiers BMC Med Inform Decis Mak 12 36-365
[8]  
Verma A(2016)Modelling and extraction of variability in free-text medication prescriptions from an anonymised primary care electronic medical record research database BMC Med Inform Decis Mak 16 18-604
[9]  
Maiti J(2019)Text Mining Method for Studying Medication Administration Incidents and Nurse-Staffing Contributing Factors CIN: Computers, Informatics, Nursing 37 357-863
[10]  
Sohn S(2012)A review of medication incidents reported to the National Reporting and learning system in England and Wales over 6 years (2005-2010) Br J Clin Pharmacol 74 597-80