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心脏计算机断层扫描中的放射组学

Radiomics in Cardiac Computed Tomography.

作者信息

Ayx Isabelle, Froelich Matthias F, Baumann Stefan, Papavassiliu Theano, Schoenberg Stefan O

机构信息

Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany.

First Department of Medicine-Cardiology, University Medical Center Mannheim, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany.

出版信息

Diagnostics (Basel). 2023 Jan 13;13(2):307. doi: 10.3390/diagnostics13020307.

Abstract

In recent years, there has been an increasing recognition of coronary computed tomographic angiography (CCTA) and gated non-contrast cardiac CT in the workup of coronary artery disease in patients with low and intermediate pretest probability, through the readjustment guidelines by medical societies. However, in routine clinical practice, these CT data sets are usually evaluated dominantly regarding relevant coronary artery stenosis and calcification. The implementation of radiomics analysis, which provides visually elusive quantitative information from digital images, has the potential to open a new era for cardiac CT that goes far beyond mere stenosis or calcification grade estimation. This review offers an overview of the results obtained from radiomics analyses in cardiac CT, including the evaluation of coronary plaques, pericoronary adipose tissue, and the myocardium itself. It also highlights the advantages and disadvantages of use in routine clinical practice.

摘要

近年来,通过医学学会重新调整指南,冠状动脉计算机断层血管造影(CCTA)和门控非增强心脏CT在低和中度预检概率患者的冠状动脉疾病检查中的认可度日益提高。然而,在常规临床实践中,这些CT数据集通常主要针对相关冠状动脉狭窄和钙化进行评估。放射组学分析可从数字图像中提供难以直观获取的定量信息,其应用有可能为心脏CT开启一个新时代,远远超越单纯的狭窄或钙化分级评估。本文综述了心脏CT放射组学分析的结果,包括冠状动脉斑块、冠状动脉周围脂肪组织和心肌本身的评估。它还强调了在常规临床实践中使用的优缺点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3c03/9857691/c837b9628059/diagnostics-13-00307-g001.jpg

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