分析和预测心血管研究热点,趋势和跨学科性
Zeye Liu1, Ziping Li2, Hong Jiang2
1Department of Cardiac Surgery, Peking University People's Hospital, Peking University, Beijing, China.
Heart (British Cardiac Society)
|August 28, 2025
概括
心血管疾病研究越来越专注于早期发现,预防和最少侵入性治疗. 跨学科的合作是提高科学知识和应对全球心血管疾病负担的关键.
科学领域:
- 心脏病学和心血管研究
背景情况:
- 综合数据分析对于理解心血管疾病 (CVD) 研究趋势至关重要.
- 确定研究主题和跨学科性有助于政策制定.
研究的目的:
- 使用出版物和参考数据,研究心血管疾病 (CVD) 的研究主题,趋势和跨学科性.
- 确定新兴研究热点并预测未来的趋势.
主要方法:
- 使用人工智能,包括自然语言处理 (NLP),分析了2,512,445份出版物.
- 应用机器学习算法进行趋势预测,并检查引用关系进行跨学科分析.
主要成果:
- 临床研究显示,研究活动的增长最为显著.
- 关键的研究热点包括最小侵入性门疾病治疗,循环血液动力学和高血压预防.
- 增长最快的主题是健康监测,基于证据的医学和免疫治疗,观察到广泛的跨学科交叉.
结论:
- 心血管研究强调了早期发现,预防和最少侵袭性治疗的重要性.
- 研究环境显示越来越多的跨学科性,引用关系表明整合.
- 这些发现对医疗资源分配,临床指导方针和政策制定产生影响,以优先考虑高影响力的心血管疾病研究.
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