新的临床放射性诺米克图法,用于区分恶性与非恶性多发性溢液
Rui Han1, Ling Huang2, Sijing Zhou3
1Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.
Heliyon
|August 4, 2023
概括
这项研究使用CT扫描开发了一种放射学名图,以准确区分恶性外流和非恶性外流. 组合模型显著改善了诊断性能,支持其临床使用.
科学领域:
- 放射学 放射学是一门学科.
- 医疗成像医学成像
- 在瘤学瘤学.
背景情况:
- 胸腔溢出是常见的临床发现.
- 从非MPE (NMPE) 区分恶性多支流对于患者的管理至关重要.
- 使用常规方法,准确的区分可能具有挑战性.
研究的目的:
- 开发和验证用于区分恶性和非恶性多叶流液的临床放射学名图.
- 评估联合临床和放射学模型的诊断性能.
主要方法:
- 对146名MPE和93名NMPE患者的回顾性分析.
- 从胸部病变的CT图像中提取放射性特征.
- 开发一个纳米图集选定的放射学特征和临床因素.
- 使用接收器操作特征 (ROC) 曲线和决策曲线分析 (DCA) 的评估.
主要成果:
- 使用19个放射学特征和2个临床因素构建了一个名图.
- 组合模型实现了高诊断准确性,AUC为0.968 (训练) 和0.873 (验证).
- 组合模型在两个队列中显著优于临床和仅放射学模型.
结论:
- 基于CT的放射学为MPE提供了优越的诊断准确性,与单独的临床和放射学特征相比.
- 综合放射学名图显示出出色的诊断性能和临床实用性.
- 开发的名图支持胸部CT放射学在诊断MPE的临床应用.
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