数字双胞胎在医疗保健中的进步和应用,走向精准医学
Konstantinos Papachristou1, Paraskevi F Katsakiori1, Panagiotis Papadimitroulas1,2
13dmi Research Group, Department of Medical Physics, School of Medicine, University of Patras, 26504 Rion, Greece.
Journal of personalized medicine
|November 26, 2024
概括
数字双胞胎 (DTs) 和数字人类双胞胎 (DHTs) 正在通过为个性化医疗创造虚拟患者复制品来彻底改变医疗保健. 这些先进的模型提高了疾病的理解和治疗的优化,为精确的医疗干预铺平了道路.
科学领域:
- 生物医学信息学 生物医学信息学
- 计算生物学 计算生物学
- 数字健康数字健康
背景情况:
- 数字双胞胎 (DTs) 和数字人类双胞胎 (DHTs) 是物理实体的虚拟复制品,在医疗保健中越来越多地应用.
- 这些模型整合了患者特定的医疗和生理数据,包括遗传和环境因素.
研究的目的:
- 审查DTs和DHT在医疗保健中的影响.
- 探索它们在了解疾病进展和优化个性化治疗计划方面的作用.
- 检查人工智能生成的DTs在预测健康结果方面的潜力.
主要方法:
- 对医疗保健中的数字双胞胎和数字人类双胞胎现有文献的审查.
- 分析数据技术如何促进数据交换和转换电子健康记录.
- 探索人工智能模型应用在从临床和现实世界的数据生成预测性DTs.
主要成果:
- DT和DHT能够更深入地了解疾病进展和个性化治疗优化.
- 通过DTs进行实时数据交换可以改变电子健康记录.
- 人工智能生成的DT提供了对诊断,疾病进展和治疗反应的预测性见解.
结论:
- DT和DHT对于推进精准医学和个性化医疗保健至关重要.
- 必须解决数据安全,可访问性,偏差和质量等挑战,才能充分发挥潜力.
- 成功的整合将带来个性化,精确和准确的医疗干预的新时代.
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