Association rules method and big data: Evaluating frequent medication combinations associated with fractures in older adults

Nishtala Prasad S.; Chyou Te-yuan; Held Fabian; Le Couteur David G.; Gnjidic Danijela

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Association rules method and big data: Evaluating frequent medication combinations associated with fractures in older adults

机译：关联规则方法和大数据：评估频繁的药物组合与老年人骨折相关的频繁用药组合

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来源
《Pharmacoepidemiology and drug safety 》 |2018年第10期| 共8页
作者
Nishtala Prasad S.; Chyou Te-yuan; Held Fabian; Le Couteur David G.; Gnjidic Danijela;
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作者单位

Univ Otago Sch Pharm POB 56 Dunedin 9054 Otago New Zealand;

Univ Otago Sch Pharm POB 56 Dunedin 9054 Otago New Zealand;

Univ Sydney Charles Perkins Ctr Sydney NSW Australia;

Univ Sydney Concord Hosp Ageing &

Alzheimers Inst Ctr Educ &

Res Ageing Sydney NSW Australia;

Univ Sydney Charles Perkins Ctr Sydney NSW Australia;

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原文格式 PDF
正文语种 eng
中图分类药学 ;
关键词
association rules; case-crossover design; fracture; older people; pharmacoepidemiology; pharmacovigilance;

机译：关联规则;案例交叉设计;骨折;老年人;药物杂散学;药物检修;

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专利

1. Association rules method and big data: Evaluating frequent medication combinations associated with fractures in older adults [J] . Nishtala Prasad S., Chyou Te-yuan, Held Fabian, Pharmacoepidemiology and drug safety . 2018 ,第10期

机译：关联规则方法和大数据：评估频繁的药物组合与老年人骨折相关的频繁用药组合
2. Prevalence, cumulative incidence, monotherapy and combination therapy, and treatment duration of frequently prescribed psychoactive medications in the Netherlands: retrospective database analysis for the years 2000 to 2005. [J] . Ravera S, Visser ST, de Gier JJ, Clinical therapeutics . 2010 ,第14期

机译：在荷兰，经常开具精神活性药物的患病率，累积发生率，单一疗法和联合疗法以及治疗持续时间：2000年至2005年的回顾性数据库分析。
3. Prevalence, cumulative incidence, monotherapy and combination therapy, and treatment duration of frequently prescribed psychoactive medications in the Netherlands: retrospective database analysis for the years 2000 to 2005. [J] . Ravera S, Visser ST, de Gier JJ, Clinical therapeutics . 2010 ,第14期

机译：在荷兰，经常开具精神活性药物的患病率，累积发生率，单一疗法和联合疗法以及治疗持续时间：2000年至2005年的回顾性数据库分析。
4. Big data evaluation method of transformer based on association rules and fuzzy variable weight model [C] . Gao Xiaodong, Lv Shouguo, Huang Rui, IEEE Conference on Industrial Electronics and Applications . 2018

机译：基于关联规则和模糊变权模型的变压器大数据评估方法
5. Role of patients' perception of barriers to taking medication on medication adherence among patients with diabetes: Development and psychometric evaluation of the Murage-Marrero- Monahan Medication barriers scale (4M scale), patient characteristics associated with medication barriers, and association of medication barriers and cardiovascular disease (CVD) risk. [D] . Murage, Mwangi James. 2014

机译：糖尿病患者对患者服药障碍的感知对药物依从性的作用：Murage-Marrero-Monahan药物障碍量表（4M量表），与药物障碍相关的患者特征以及药物障碍和心血管疾病（CVD）的风险。
6. Validation of an Association Rule Mining-Based Method to Infer Associations Between Medications and Problems [O] . A. Wright, A. McCoy, S. Henkin, 2013

机译：基于关联规则挖掘的推断药物和问题之间关联的方法的验证
7. Identifying frequent drug combinations associated with delirium in older adults: Application of association rules method to a case‐time‐control design [O] . Te‐Yuan Chyou, Prasad S. Nishtala 2021

机译：鉴定老年人谵妄频繁的药物组合：将关联规则方法应用于案例 - 时控制设计

Association rules method and big data: Evaluating frequent medication combinations associated with fractures in older adults

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