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Cardiac CT in the era of artificial intelligence: precision imaging, treatment guidance and optimised risk stratification for coronary artery disease
by
Zhong, Zhiqi
, Dai, Xu
, Yuan, Jiajun
, Xu, Yidan
, Yu, Lihua
, Yu, Yarong
, Zhang, Jiayin
in
Angioplasty
/ Artificial Intelligence
/ Body fat
/ Calcification
/ Cardiovascular disease
/ Computed Tomography Angiography - methods
/ Coronary Angiography - methods
/ Coronary Artery Disease
/ Coronary Artery Disease - diagnostic imaging
/ Coronary Artery Disease - therapy
/ Coronary vessels
/ Coronary Vessels - diagnostic imaging
/ Deep learning
/ Diagnostic Imaging
/ Humans
/ Iodine
/ Machine learning
/ Medical imaging
/ Multidetector Computed Tomography
/ Neural networks
/ Overweight
/ Predictive Value of Tests
/ Radiation
/ Registration
/ Review
/ Risk Assessment - methods
/ Tomography, X-Ray Computed - methods
/ Vein & artery diseases
2025
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Cardiac CT in the era of artificial intelligence: precision imaging, treatment guidance and optimised risk stratification for coronary artery disease
by
Zhong, Zhiqi
, Dai, Xu
, Yuan, Jiajun
, Xu, Yidan
, Yu, Lihua
, Yu, Yarong
, Zhang, Jiayin
in
Angioplasty
/ Artificial Intelligence
/ Body fat
/ Calcification
/ Cardiovascular disease
/ Computed Tomography Angiography - methods
/ Coronary Angiography - methods
/ Coronary Artery Disease
/ Coronary Artery Disease - diagnostic imaging
/ Coronary Artery Disease - therapy
/ Coronary vessels
/ Coronary Vessels - diagnostic imaging
/ Deep learning
/ Diagnostic Imaging
/ Humans
/ Iodine
/ Machine learning
/ Medical imaging
/ Multidetector Computed Tomography
/ Neural networks
/ Overweight
/ Predictive Value of Tests
/ Radiation
/ Registration
/ Review
/ Risk Assessment - methods
/ Tomography, X-Ray Computed - methods
/ Vein & artery diseases
2025
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Cardiac CT in the era of artificial intelligence: precision imaging, treatment guidance and optimised risk stratification for coronary artery disease
by
Zhong, Zhiqi
, Dai, Xu
, Yuan, Jiajun
, Xu, Yidan
, Yu, Lihua
, Yu, Yarong
, Zhang, Jiayin
in
Angioplasty
/ Artificial Intelligence
/ Body fat
/ Calcification
/ Cardiovascular disease
/ Computed Tomography Angiography - methods
/ Coronary Angiography - methods
/ Coronary Artery Disease
/ Coronary Artery Disease - diagnostic imaging
/ Coronary Artery Disease - therapy
/ Coronary vessels
/ Coronary Vessels - diagnostic imaging
/ Deep learning
/ Diagnostic Imaging
/ Humans
/ Iodine
/ Machine learning
/ Medical imaging
/ Multidetector Computed Tomography
/ Neural networks
/ Overweight
/ Predictive Value of Tests
/ Radiation
/ Registration
/ Review
/ Risk Assessment - methods
/ Tomography, X-Ray Computed - methods
/ Vein & artery diseases
2025
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Cardiac CT in the era of artificial intelligence: precision imaging, treatment guidance and optimised risk stratification for coronary artery disease
Journal Article
Cardiac CT in the era of artificial intelligence: precision imaging, treatment guidance and optimised risk stratification for coronary artery disease
2025
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Overview
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.
Publisher
British Cardiovascular Society,BMJ Publishing Group LTD,BMJ Publishing Group
Subject
/ Body fat
/ Computed Tomography Angiography - methods
/ Coronary Angiography - methods
/ Coronary Artery Disease - diagnostic imaging
/ Coronary Artery Disease - therapy
/ Coronary Vessels - diagnostic imaging
/ Humans
/ Iodine
/ Multidetector Computed Tomography
/ Review
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