磁共振成像2018，Vol.9Issue(4)：299-302,4.DOI:10.12015/issn.1674-8034.2018.04.012
压缩感知技术及其在心脏磁共振中的应用进展
Compressed sensing and its application in cardiac magnetic resonance imaging
摘要
Abstract
MRI is becoming more and more important in the diagnosis and differential diagnosis of cardiovascular diseases. However, the relatively slow scanning speed and susceptibility to motion artifacts are the main defects, which limit its clinical application to some extent. Compressed sensing (CS) is a new signal acquisition theory which is founded on the premise of reconstructing an image by acquiring less data through undersampling of k-space. Sparsity, incoherence sampling and nonlinear reconstruction are the necessary conditions for its applications. By combining compressed sensing technology, MRI can greatly improve the scanning speed without sacrificing the spatial resolution at the same time. Therefore, to some extent, it has unique advantages for cardiovascular magnetic resonance (CMR). In this review, the basic principle of compressive sensing and its application in cardiac magnetic resonance are reviewed in detail.关键词
压缩感知/磁共振成像/心脏Key words
Compressed sensing/Magnetic resonance imaging/Heart分类
医药卫生引用本文复制引用
李爽,陆敏杰,赵世华..压缩感知技术及其在心脏磁共振中的应用进展[J].磁共振成像,2018,9(4):299-302,4.基金项目
国家自然科学基金(编号:81571647,81771811) （编号:81571647,81771811）
北京自然科学基金(编号:7152124) （编号:7152124）
首都临床特色项目(编号:Z151100004015141)This work was part of National Natural Science Foundation of China(No.81571647,81771811) （编号:Z151100004015141）
Beijing Natural Science Foundation Project(No.7152124) （No.7152124）
Capital Clinical Characteristic Project(No.Z151100004015141). （No.Z151100004015141）
