Visualization and Analysis of Multidimensional Cardiovascular Magnetic Resonance Imaging: Challenges and Opportunities

Frontiers in Cardiovascular Medicine

article

Leon Axel¹  Timothy S. Phan¹  Dimitris N. Metaxas² 

[1] Department of Radiology, New York University Grossman School of Medicine;Department of Computer Science, Rutgers University

关键词: cardiovascular;    magnetic resonance imaging;    MRI;    multidimensional;    visualization;    analysis;   

DOI  :  10.3389/fcvm.2022.919810

学科分类：地球科学(综合)

来源: Frontiers

【 摘 要 】

Recent advances in magnetic resonance imaging are enabling the efficient creation of high-dimensional, multiparametric images, containing a wealth of potential information about the structure and function of many organs, including the cardiovascular system. However, the sizes of these rich data sets are so large that they are outstripping our ability to adequately visualize and analyze them, thus limiting their clinical impact. While there are some intrinsic limitations of human perception and of conventional display devices which hamper our ability to effectively use these data, newer computational methods for handling the data may aid our ability to extract and visualize the salient components of these high-dimensional data sets.

【 授权许可】

CC BY