Cover Image

Artificial intelligence for advanced analysis of coronary plaque

The field of coronary plaque analysis is advancing including more quantitative analysis of coronary artery diseases such as plaque burden, high-risk plaque features, computed tomography-derived fractional flow reserve, and radiomics. Although these biomarkers have shown great promise for the diagnos...

Full description

Saved in:
Bibliographic Details
Main Authors: Assen, Marly van (Author) , Knebel Doeberitz, Philipp L. von (Author) , Quyyumi, Arshed A (Author) , De Cecco, Carlo N (Author)
Format: Article (Journal)
Language:English
Published: 26 April 2023
In: European heart journal. Supplements
Year: 2023, Volume: 25, Pages: C112-C117
ISSN:1554-2815
DOI:10.1093/eurheartjsupp/suad038
Online Access:Verlag, kostenfrei, Volltext: https://doi.org/10.1093/eurheartjsupp/suad038
Get full text
Author Notes:Marly van Assen, Philipp von Knebel Doeberitz, Arshed A. Quyyumi, and Carlo N. De Cecco
Description
Summary:The field of coronary plaque analysis is advancing including more quantitative analysis of coronary artery diseases such as plaque burden, high-risk plaque features, computed tomography-derived fractional flow reserve, and radiomics. Although these biomarkers have shown great promise for the diagnosis and prognosis of cardiac patients in a research setting, many of these advanced analyses are labour and time intensive and therefore hard to implement in daily clinical practice. Artificial intelligence (AI) is playing an increasing role in supporting the quantification of these new biomarkers. AI offers the opportunity to increase efficiency, reduce human error and reader variability and to increase the accuracy of diagnosis and prognosis by automating many processing and supporting clinicians in their decision-making. With the use of AI these novel analysis approaches for coronary artery disease can be made feasible for clinical practice without increasing cost and workload and potentially improve patient care.
Item Description:Gesehen am 29.06.2023
Physical Description:Online Resource
ISSN:1554-2815
DOI:10.1093/eurheartjsupp/suad038

Similar Items