十七年来,人工智能在肝脏疾病中的应用全球趋势
Xue-Qin Zhou1, Shu Huang2, Xia-Min Shi1
1Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou 646099, Sichuan Province, China.
World journal of hepatology
|April 3, 2025
概括
人工智能 (AI) 越来越多地用于肝病研究,重点是风险预测,诊断和治疗. 这项对4051项研究的分析强调了人工智能.
科学领域:
- 肝病学 肝病学是一种肝病学.
- 医疗信息学 医疗信息学
- 人工智能在医学中的应用
背景情况:
- 人工智能 (AI) 的利用在肝病研究中正在显著增长.
- 人工智能应用包括风险评估,诊断,治疗和预后.
- 有一个显著的趋势是非侵入性治疗策略.
研究的目的:
- 分析人工智能 (AI) 在肝脏疾病的研究趋势.
- 总结当前的研究环境,并确定重点领域.
- 在肝病学中绘制AI应用的演变图.
主要方法:
- 从Web of Science (2007-2023) 对4051篇文章和评论进行了图书统计分析.
- 数据收集包括作者,国家,机构和出版年份.
- 使用了诸如VOS查看器和CiteSpace之类的可视化工具.
主要成果:
- 中国在出版物方面领先 (1568),美国在国际合作方面领先.
- 关键的研究集群包括风险预测,诊断,治疗和预后.
- 热门的话题包括机器学习,深度学习,卷积神经网络,CT成像和微血管透.
结论:
- 人工智能广泛应用于整个肝脏疾病管理领域.
- 研究表明,人们正在从侵入性治疗方法转向非侵入性治疗方法.
- 人工智能有助于改善肝病风险评估,诊断和治疗策略.
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