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Cardiac CT in the era of artificial intelligence: precision imaging, treatment guidance and optimised risk stratification for coronary artery disease.

November 13, 2025pubmed logopapers

Authors

Zhong Z,Dai X,Yu L,Yu Y,Yuan J,Xu Y,Zhang J

Affiliations (3)

  • Radiology, Shanghai General Hospital, Shanghai, China.
  • Radiology, Shanghai General Hospital, Shanghai, China [email protected].
  • Faculty of Medical Imaging Technology, College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

Abstract

Coronary artery disease (CAD) remains a leading cause of morbidity and mortality worldwide, and CT imaging plays a crucial role in its diagnosis and management. However, the clinical use of CT is limited by factors, such as suboptimal image quality, diagnostic complexity and the labour-intensive nature of parameter evaluation. Artificial intelligence (AI) is increasingly transforming many areas of medicine. Its integration into CAD CT imaging can enhance image postprocessing, streamline anatomical and functional analyses, support treatment planning and improve risk prediction. This review summarises recent advances in these AI applications, aiming to promote their practical adoption and further development.

Topics

Coronary Artery DiseaseArtificial IntelligenceComputed Tomography AngiographyCoronary AngiographyTomography, X-Ray ComputedCoronary VesselsJournal ArticleReview

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