大脑动脉瘤的自然史:破裂的危险因素和对管理的影响
Daniel P Gibson1, Charles G Kulwin2, Kushal J Shah2
1Ascension Health, St Louis, MO, USA; Goodman Campbell Brain and Spine, Indianapolis, IN, USA.
Neuroimaging clinics of North America
|July 9, 2025
概括
内动脉瘤带来了重大风险. 将流行病学与先进的成像和人工智能相结合,可以提高个性化风险评估,从而改善管理和结果.
科学领域:
- 神经外科 神经外科
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 内动脉瘤影响2-3%的成年人,造成破裂的风险,高发病率,死亡率和经济成本.
- 传统的风险评估依赖于基于人群的模型,这些模型可能无法有效地捕捉个体患者的风险.
研究的目的:
- 审查脑动脉瘤流行病学对风险分层的影响.
- 强调临床风险尺度与先进的成像和人工智能 (AI) 的整合.
- 倡导一个动态的,多模式的方法来优化脑动脉瘤管理.
主要方法:
- 关于内动脉瘤流行病学的当前文献的综述.
- 对计算神经成像,计算工具和人工智能在风险评估中的整合进行分析.
- 评估先进的成像和人工智能,以提高分层和监控.
主要成果:
- 计算神经成像和人工智能的进步使我们能够从基于人口的风险评估转向个性化的风险评估.
- 将临床风险尺度与先进的成像和人工智能的整合改善了风险分层和监测.
- 利用技术和科学进步的多模式方法对于量化风险至关重要.
结论:
- 为了优化脑动脉瘤管理,一种动态的多模式方法是必不可少的.
- 利用技术和科学进步可以更有效地量化风险.
- 使用先进成像和人工智能进行个性化风险评估,有望改善患者的治疗结果.
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