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心血管疾病中的数字双胞胎:范围审查
Huina Zou1, Xinglin Zheng2, Linjing Wu1
1Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China.
数字双胞胎提供了个性化的心血管保健潜力,推进了精准医学. 然而,数据,模型验证和实施方面的挑战需要进一步的研究,以便广泛的临床采用.
科学领域:
- 数字健康数字健康
- 生物医学工程 生物医学工程
- 心血管医学 心血管医学
背景情况:
- 数字双胞胎技术为个性化医疗保健创建虚拟患者模型.
- 这种方法旨在澄清治疗目标,并加强精准医学.
研究的目的:
- 分析数字双胞胎技术在心血管疾病中的应用.
- 专注于实施步骤,临床用途和指导未来研究的挑战.
主要方法:
- 对31项心血管研究进行范围审查.
- 在8个主要数据库中进行系统搜索,直到2025年5月.
- 数据总结基于预定义的标准.
主要成果:
- 数字双胞胎实施包括五个阶段:数据采集到结果应用.
- 关键的临床应用包括个性化健康管理 (13%),精确的治疗效果 (42%) 和风险预测 (26%).
- 主要挑战包括数据限制,复杂模型验证和临床应用障碍.
结论:
- 数字双胞胎对个性化心血管护理和精确医学有很大的前景.
- 早期实施,数据共享问题和模型通用性阻碍了广泛采用.
- 进一步开发需要优化算法,增强数据共享和强大的道德框架.
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