放射学中的数字双胞胎:对应用,挑战和未来前景的系统审查
E Faiella1, M Pileri1, R Ragone1
1Operative Research Unit of Radiology and Interventional Radiology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo 200, 00128 Rome, Italy; Research Unit of Radiology and Interventional Radiology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo 21, 00128 Rome, Italy.
European journal of radiology
|May 18, 2025
概括
数字双胞胎 (DTs) 通过整合成像,人工智能和患者特定虚拟模型的建模来彻底改变放射学. 这一系统性审查强调了它们在疾病预测和治疗优化方面的潜力,为个性化放射学铺平了道路.
科学领域:
- 放射学 放射学是指放射学
- 医疗成像医学成像
- 计算机建模 计算建模
背景情况:
- 数字双胞胎 (DTs) 集成多式成像,人工智能和计算建模.
- 它们为高级应用程序创建动态的,针对患者的虚拟表示.
研究的目的:
- 系统地审查数字双胞胎在各种放射学成像模式中的应用.
- 用QUADAS-2工具评估包含的研究的偏差风险和适用性.
主要方法:
- 24项研究的系统审查.
- 在腹部,肌肉骨,干预,牙科,头,心胸,乳腺和一般放射学中对DT应用的分析.
- 使用QUADAS-2进行偏差风险和适用性评估.
主要成果:
- 在预测疾病风险,优化疗法和提高诊断准确度方面,DTs显示出前景.
- 应用包括门高血压,脊椎病,肝脏切除,脑瘤和心胸评估.
- DTs越来越多地用于瘤学,心血管成像和肝脏手术.
结论:
- 数字双胞胎为个性化放射学提供了巨大的潜力.
- 挑战包括计算需求,数据集成和临床验证.
- 未来的工作需要标准化,提高效率,并为临床整合合作.
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