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胸膜上皮瘤中的放射学:对当前状态和进展进行范围审查

Xiaolian Wang¹, Pei Huang^1,2, Zonghuo Wang¹

¹Department of Radiology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China.

|March 18, 2025

概括

放射学在诊断和分期胸膜上皮瘤 (TETs) 和预测肌痛性硬化症 (MG) 风险方面表现有前途. 需要进一步验证临床使用.

科学领域:

医疗成像医学成像
人工智能在医学中的应用
在瘤学瘤学.

背景情况:

胸膜上皮瘤 (TETs) 存在诊断和预后方面的挑战.
骨髓灰质炎 (MG) 是一种与TETs相关的常见自身免疫疾病.
放射学为分析医疗图像提供了新的方法.

研究的目的:

审查目前放射学在TETs诊断,分期和风险分层中的应用.
评估放射学在预测TET患者MG风险方面的潜力.
评估该领域现有的放射学研究的质量和局限性.

主要方法:

在PubMed和Web of Science上对2012年以来的研究进行了全面的文献搜索.
评估了方法,成像协议,特征提取和模型性能.
放射学质量评分 (RQS) 被用于评估研究质量.

主要成果:

分析了23项涉及4701名患者的研究.
放射学模型在TETs诊断,风险分层和分期 (TNM,Masaoka-Koga) 中表现出高准确性.
放射学显示出预测MG风险的潜力,尽管研究是追溯的,外部验证有限.

结论:

无线电学具有改善TET管理的巨大潜力.
标准化,验证和解释性是临床实施的关键挑战.
未来的研究应该优先考虑多中心前性研究和多模式数据集成.

关键词:

诊断诊断诊断诊断是一个在Masaoka-Koga的舞台上骨髓灰质炎 (Myasthenia gravis) 是一个严重的疾病.无线电学 (Radiomics) 是一种无线电学.风险子类型风险子类型在TNM中分阶段.胸膜上皮瘤胸膜上皮瘤

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