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对间歇性肺部疾病进行定量成像

Cody M Anderson¹, Roshan Singh¹, Chi Wan Koo¹

¹Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN 55905.

Radiology. Cardiothoracic imaging

|December 4, 2025

概括

定量成像,包括定量CT和新兴的MRI技术,为间歇性肺部疾病 (ILD) 提供客观的肺部评估. 这种方法有助于早期诊断,分类和个性化治疗,改善患者的治疗结果.

科学领域:

放射学和医学成像学医学成像学
人工智能在医学中的应用
肺部病理学肺部病理学

背景情况:

定量成像为间歇性肺病 (ILD) 中的肺异常提供客观和可重现的测量.
准确的ILD分类和细微变化的检测使得个性化治疗策略和改善患者的治疗结果.
计算机断层扫描 (CT) 是ILD的主要成像方式,导致了定量CT (qCT) 工具的开发.

研究的目的:

审查当前用于纤维性ILDs的定量CT的应用.
为突出用于ILD评估的新兴定量MRI技术.
强调定量成像在临床放射学工作流程中的日益重要.

主要方法:

关于纤维性ILDs的定量CT应用的当前文献的审查.
讨论针对ILD的定量MRI技术的进展.
探索人工智能在开发定量成像工具中的作用.

主要成果:

定量CT对于评估纤维化ILD如异常性肺纤维化,过敏性肺炎和结缔组织疾病相关的ILD非常有价值.
新兴的定量核磁共振技术显示出对增强ILD评估的希望.
人工智能驱动的工具正在推进ILD的定量成像能力.

结论:

定量成像,特别是qCT,对于ILD诊断,分类和预后至关重要.
定量核磁共振技术正在成为对CT进行ILD评估的有价值补充.
放射科医生需要熟悉定量成像工具,因为它们融入常规临床实践.

关键词:

应用-CT 应用程序在CT-定量化.深度学习 (Deep Learning) 是一种深度学习.肺肺肺肺肺肺肺机器学习机器学习无线电学 (Radiomics) 是一种辐射学.胸部胸部胸部胸部

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