狗的细菌内心炎:一个文本挖掘和主题建模分析作为系统审查的方法
Annalisa Previti1, Vito Biondi1, Annamaria Passantino1
1Department of Veterinary Sciences, University of Messina, 98168 Messina, Italy.
Microorganisms
|June 27, 2024
概括
这项研究分析了从1990年到2023年进行的狗细菌内心炎 (BE) 研究. 调查结果显示,人们对BE越来越感兴趣,确定了关键的研究领域,并突出了未来犬类兽医研究的差距.
科学领域:
- 兽医医学 兽医医学 兽医医学
- 传染性疾病 传染性疾病
- 心脏病学 心脏病学
背景情况:
- 细菌性内心炎 (BE) 是狗的严重心脏膜感染.
- 由于症状多样化和早期诊断局限性,诊断BE很困难.
研究的目的:
- 通过文本挖掘和主题分析,分析犬类BE的研究趋势.
- 为了确定主导的研究主题,时间趋势,以及犬类BE文献中的知识差距.
主要方法:
- 按照PRISMA指南,对Scopus (1990-2023) 的系统文献搜索.
- 文本挖掘 (TM) 和主题分析 (TA) 应用于86个选定的记录.
- 分析包括描述性统计,TF-IDF和确定主要研究主题.
主要成果:
- 2007年和2021年,出版率显著增加,这表明研究兴趣的增加.
- 确定了关键的研究领域:致病原体,临床发现,诱导因素,病例报告,结果,生物标志物和细菌隔离.
- TM确定了与核心BE研究领域相关的高TF-IDF术语.
结论:
- 关于犬类BE的研究正在扩大,出版物显著增加.
- 该研究概述了主要研究主题,并确定了需要进一步研究犬类细菌内心炎的领域.
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