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新兴的MRI生物标志物用于诊断多发性硬化症

Pietro Maggi¹, Martina Absinta^2,3

¹Neuroinflammation Imaging Lab (NIL), Institute of NeuroScience, Université catholique de Louvain, Brussels, Belgium.

Multiple sclerosis (Houndmills, Basingstoke, England)

|November 8, 2024

概括

改善多发性硬化症 (MS) 诊断依赖于新的磁共振成像 (MRI) 生物标志物. 本综述涵盖了MRI技术和人工智能的进展,用于更精确的MS差异诊断.

科学领域:

神经学神经学
放射学放射学是一门学科.
医疗成像医学成像

背景情况:

多发性硬化症 (MS) 的准确诊断至关重要,但具有挑战性.
现有的诊断方法需要加强,以提高特异性和减少误诊.
新型磁共振成像 (MRI) 生物标志物对MS诊断有希望.

研究的目的:

审查MRI生物标志物用于多发性硬化症诊断的最新进展.
评估新型MRI生物标志物的临床整合准备程度.
探索新的成像对比和AI在MS差异诊断中的作用.

主要方法:

关于多发性硬化症中新型MRI生物标志物的当前文献的综述.
分析新兴的合成MRI对比和AI驱动的诊断算法.
对生物标志物的评估,以评估它们在多发性硬化症差异诊断方面的潜力.

主要成果:

几种新的MRI生物标志物正在接近MS诊断的临床应用.
一些生物标志物对MS具有很高的特异性,有助于差异诊断.
像合成MRI和AI这样的新兴技术旨在简化成像分析.

结论:

新型MRI生物标志物对于提高多发性硬化症诊断的精度至关重要.
综合先进的MRI技术和人工智能对MS工作有很大的潜力.
为了使这些诊断工具得到广泛采用,需要继续进行研究和验证.

关键词:

多发性硬化症是多发性硬化症.中心静脉的标志是中心静脉的标志.皮层病变皮层病变皮层病变差异诊断是一种差异诊断.图像成像生物标记物偏磁边缘损伤的病变

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Magnetic Resonance Imaging

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Magnetic resonance imaging (MRI) is a noninvasive medical imaging technique based on a phenomenon of nuclear physics discovered in the 1930s, in which matter exposed to magnetic fields and radio waves was found to emit radio signals. In 1970, a physician and researcher named Raymond Damadian noticed that malignant (cancerous) tissue gave off different signals than normal body tissue. He applied for a patent for the first MRI scanning device in clinical use by the early 1980s. The early MRI...