Implementation and comparison of two text mining methods with a standard pharmacovigilance method for signal detection of medication errors

机译：两种文本挖掘方法与用于药物错误信号检测的标准药物警戒方法的实现和比较

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摘要

Annotated dataset. Two MedDRA® HLGTs and were applied as filters to the starting dataset of 154,209 narratives. This decreased the number of ICSRs to 25,328, and from the latter dataset a 10% random sample corresponding to 2533 ICSRs was taken for manual annotation. MedDRA® Medical Dictionary for Regulatory Activities, HLGTs high level group terms, ICSRs individual case safety reports

机译：带注释的数据集。将两个MedDRA®HLGT作为过滤器应用于154,209个叙述的起始数据集。这将ICSR的数量减少到25,328，并且从后者的数据集中抽取了对应于2533 ICSR的10％随机样本进行手动注释。 MedDRA®法规活动医学词典，HLGT的高级团体术语，ICSR的个案安全报告

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期刊名称 BMC Medical Informatics and Decision Making
作者
Nadine Kadi Eskildsen; Robert Eriksson; Sten B. Christensen; Tamilla Stine Aghassipour; Mikael Juul Bygsø; Søren Brunak; Suzanne Lisbet Hansen;
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作者单位

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年(卷),期 2020(20),-1
年度 2020
页码 -1
总页数 11
原文格式 PDF
正文语种
中图分类情报学;
关键词
Signal detection; Pharmacovigilance; Individual case reports; Medication errors; Natural language processing; Text mining; Precision; Recall;

机译：信号检测;药物警戒;个别病例报告;用药错误;自然语言处理;文本挖掘;精度;召回;

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专利

1. Implementation and comparison of two text mining methods with a standard pharmacovigilance method for signal detection of medication errors [J] . Nadine Kadi Eskildsen, Robert Eriksson, Sten B. Christensen, BMC Medical Informatics and Decision Making . 2020,第1期

机译：两种文本挖掘方法对药物检测的标准药物检测方法的实施与比较
2. Benefits of Medication Antidote Signals for the Detection of Potential Adverse Drug Reactions over Contemporary Methods of Pharmacovigilance in Hospitalized Children [J] . Lateef M. Khan, Fatemah O. Kamel, Huda M. Alkreathy, International Journal of Pharmacology . 2017,第1期

机译：药物解毒剂信号在住院儿童中检测潜在不良药物反应的作用优于当代药物警戒方法
3. Detection of adverse drug reactions by medication antidote signals and comparison of their sensitivity with common methods of ADR detection [J] . Lateef M. Khan, Sameer E. Al-Harthi, Huda M. Alkreathy, Saudi Pharmaceutical Journal . 2015,第5期

机译：通过药物解毒剂信号检测药物不良反应并将其敏感性与常用的ADR检测方法进行比较
4. Implementation and Comparison of Signal Detection Methods in Radar Reconnaissance System [C] . Zhang Yingbo, Chai Heng, Wang Jinfeng IEEE International Conference on Electronic Information and Communication Technology . 2020

机译：雷达侦察系统信号检测方法的实现与比较
5. A comparison of kernel equating and traditional equipercentile equating methods and the parametric bootstrap methods for estimating standard errors in equipercentile equating. [D] . Choi, Sae Il. 2009

机译：比较内核等值法和传统等分法等价法以及用于估计等分法等值法中标准误差的参数自举法。
6. Detection of adverse drug reactions by medication antidote signals and comparison of their sensitivity with common methods of ADR detection [O] . Lateef M. Khan, Sameer E. Al-Harthi, Huda M. Alkreathy, 2015

机译：通过药物解毒剂信号检测药物不良反应并将其敏感性与常用的ADR检测方法进行比较
7. Pharmacovigilance, signal detection using statistical data mining methods [O] . G V. Sriramakrishnan, M Muthu Selvam, K Mariappan, 2018

机译：药物检测，使用统计数据采矿方法的信号检测

Implementation and comparison of two text mining methods with a standard pharmacovigilance method for signal detection of medication errors

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