Myocardial Radiomics in Cardiac MRI

AJR Am J Roentgenol. 2020 Mar;214(3):536-545. doi: 10.2214/AJR.19.21986. Epub 2019 Dec 4.

Abstract

OBJECTIVE. The purpose of this article is to review the nascent field of radiomics in cardiac MRI. CONCLUSION. Cardiac MRI produces a large number of images in a fairly inefficient manner with sometimes limited clinical application. In the era of precision medicine, there is increasing need for imaging to account for a broader array of diseases in an efficient and objective manner. Radiomics, the extraction and analysis of quantitative imaging features from medical imaging, may offer potential solutions to this need.

Keywords: MRI; cardiac; radiomics; texture analysis.

Publication types

  • Research Support, N.I.H., Extramural
  • Review

MeSH terms

  • Cardiovascular Diseases / diagnostic imaging*
  • Humans
  • Image Interpretation, Computer-Assisted / methods*
  • Magnetic Resonance Imaging*
  • Precision Medicine