[大动脉扩张疾病中的人工智能:当前应用和未来前景]
1Department of Vascular and Endovascular Surgery, the First Medical Center of Chinese People's Liberation Army General Hospital, Beijing 100853, China.
Zhonghua wai ke za zhi [Chinese journal of surgery]
|November 11, 2025
概括
人工智能 (AI) 在通过改进诊断和治疗来管理大动脉疾病如剖析和动脉瘤方面表现有前途. 挑战包括数据标准化和可解释性,需要合作以实现更广泛的临床使用.
科学领域:
- 心血管医学 心血管医学
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 大动脉扩张疾病,包括大动脉解剖和动脉瘤,对健康构成重大风险.
- 有效的管理需要准确的诊断,精确的治疗和警的监测.
- 人工智能 (AI) 正在成为医疗保健领域的一个变革性技术.
研究的目的:
- 审查人工智能在主动脉扩张疾病管理中的当前应用和影响.
- 确定推动该领域进步的关键AI技术.
- 概述AI在大动脉疾病护理中的挑战和未来方向.
主要方法:
- 关于人工智能在主动脉解剖和动脉瘤中的应用的最新文献的审查.
- 分析人工智能技术,包括成像分析,数据融合,手术辅助和预后建模.
- 对人工智能在诊断,治疗和术后管理中的作用的综合发现.
主要成果:
- 人工智能在智能诊断,治疗决策支持和大动脉疾病的术后管理方面取得了重大进展.
- 人工智能技术增强了早期查,个性化治疗,并改善了长期监测结果.
- 关键的人工智能应用包括先进的成像分析,多模式数据集成和预测建模.
结论:
- 人工智能为改善大动脉扩张疾病患者的临床结果提供了巨大的潜力.
- 当前的人工智能模型在解释性,数据标准化和验证方面存在局限性.
- 未来的进步需要数据共享,统一的标准和跨学科的合作,以实现更广泛的临床采用.
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