心脏病和瘤学的趋势 人工智能出版物
Giselle A Suero-Abreu1, Abdulaziz Hamid2, Oguz Akbilgic3
1Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA.
概括
出版趋势显示,自2015年以来,心脏病学和瘤学的人工智能 (AI) 研究显著增加. 机器学习推动了这一增长,预计人工智能应用在这些主要死亡原因方面将继续扩展.
科学领域:
- 生物医学信息学是生物医学信息学.
- 心脏病学 心脏病学
- 在瘤学瘤学.
背景情况:
- 心脏病学和瘤学是全球死亡的主要原因.
- 人工智能 (AI) 越来越多地应用于医学研究.
- 了解出版趋势可以表明研究兴趣和增长.
研究的目的:
- 评估人工智能在心脏病学和瘤学应用方面的出版物增长情况.
- 在这些关键医疗领域内确定人工智能研究的趋势.
主要方法:
- 在PubMed.com上对历史出版趋势进行了审查.
- 该研究重点关注与心脏病学和瘤学的人工智能相关的出版物.
- 分析了出版数据,以确定随着时间的推移增长模式.
主要成果:
- 人工智能出版物的显著增加被观察到,特别是在2015年以后.
- 研究成果的指数式增长在一般生物医学文献和特别是心脏病学和瘤学中都很明显.
- 机器学习是最占主导地位的子领域,对整体增长做出了重大贡献.
结论:
- 出版趋势表明,对心脏病学和瘤学人工智能的兴趣和研究活动越来越大.
- 人工智能出版物的指数式增长预计将继续.
- 预计机器学习将继续成为这些领域人工智能研究的关键驱动力.
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