使用机器学习算法构建基于MRI的增强放射学模型,用于在高度质瘤中进行IL7R表达的非侵入性预测,以及其在临床实践中的预后价值

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Jie Zhou1

  • 1Shenzhen Hospital (Longgang), Beijing University of Chinese Medicine, Shenzhen, China. Zhoujie2006zhoujie@163.com.

Journal of translational medicine
|April 1, 2025
PubMed
概括

介素7受体 (IL7R) 表达是高度质瘤的关键预后标志物. 基于放射学的物流回归模型显示出对患者结果的强大预测能力,有助于个性化治疗.

关键词:
高度质瘤高度质瘤在IL7RR中,IL7R是IL7R.预测 预后 预测 预测无线电学 (Radiomics) 是一种无线电学.

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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...