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通过人工智能增强的诊断成像和放射治疗的整合来实现个性化医疗

Silvia Bottazzi¹, Giuditta Chiloiro², Luca Russo²

¹Dipartimento di Diagnostica per Immagini e Radioterapia Oncologica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy. silvia.bottazzi02@gmail.com.

European radiology experimental

|December 22, 2025

概括

实时磁共振成像 (MRI) 与放射治疗 (RT) 和人工智能 (AI) 的整合提高了精确的瘤学. 这种协同作用使定量成像生物标志物用于个性化,生物驱动的癌症治疗.

科学领域:

在瘤学瘤学.
医疗成像医学成像
人工智能的人工智能

背景情况:

瘤医疗正在转向以患者为中心的方法,采用多学科决策.
辐射疗法 (RT) 的精度正在通过技术整合而进步.

研究的目的:

概述RT的未来愿景,整合先进的成像和AI.
探索个性化,生物驱动的治疗策略的发展.

主要方法:

整合实时磁共振成像 (MRI) 与线性加速器,以增强RT.
在RT期间收集定量成像数据,用于生物标志物识别.
利用人工智能 (AI) 进行数据分析和预测建模.

主要成果:

实时MRI增强RT精度,改善目标覆盖率并减少健康组织的暴露.
定量成像生物标志物可以捕捉RT期间的动态生物变化.
人工智能有助于提取和整合多领域数据,以实现个性化医疗.

结论:

先进的成像,人工智能和多领域数据的协同作用完善了治疗个性化.
这种整合支持连续的工作流程,推进个性化瘤护理.
由人工智能驱动的决策支持系统承诺更准确,更有效的癌症治疗策略.

关键词:

人工智能的人工智能是人工智能.生物标志物 (瘤) 生物标志物磁共振成像技术磁共振成像技术精准医学是一门精准的医学.辐射疗法辐射疗法

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