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心血管CT和磁共振成像中的人工智能

Artificial Intelligence in Cardiovascular CT and MR Imaging.

作者信息

Lanzafame Ludovica R M, Bucolo Giuseppe M, Muscogiuri Giuseppe, Sironi Sandro, Gaeta Michele, Ascenti Giorgio, Booz Christian, Vogl Thomas J, Blandino Alfredo, Mazziotti Silvio, D'Angelo Tommaso

机构信息

Diagnostic and Interventional Radiology Unit, BIOMORF Department, University Hospital Messina, 98124 Messina, Italy.

Department of Radiology, Istituto Auxologico Italiano IRCCS, San Luca Hospital, 20149 Milan, Italy.

出版信息

Life (Basel). 2023 Feb 11;13(2):507. doi: 10.3390/life13020507.

Abstract

The technological development of Artificial Intelligence (AI) has grown rapidly in recent years. The applications of AI to cardiovascular imaging are various and could improve the radiologists' workflow, speeding up acquisition and post-processing time, increasing image quality and diagnostic accuracy. Several studies have already proved AI applications in Coronary Computed Tomography Angiography and Cardiac Magnetic Resonance, including automatic evaluation of calcium score, quantification of coronary stenosis and plaque analysis, or the automatic quantification of heart volumes and myocardial tissue characterization. The aim of this review is to summarize the latest advances in the field of AI applied to cardiovascular CT and MR imaging.

摘要

近年来,人工智能(AI)技术发展迅速。AI在心血管成像中的应用多种多样,可以改善放射科医生的工作流程,加快采集和后处理时间,提高图像质量和诊断准确性。多项研究已经证明了AI在冠状动脉计算机断层扫描血管造影和心脏磁共振成像中的应用,包括自动评估钙化积分、冠状动脉狭窄定量和斑块分析,或心脏容积自动定量和心肌组织特征分析。这篇综述的目的是总结AI应用于心血管CT和MR成像领域的最新进展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0f99/9968221/e9566a8b080d/life-13-00507-g001.jpg

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