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Application of artificial intelligence in cardiac CT: From basics to clinical practice

Leonardus B. van den Oever, Marleen Vonder, Marly van Assen, Peter M. A. van Ooijen, Geertruida H. de Bock, Xueqian Xie, R. Vliegenthart

2020European Journal of Radiology43 citationsDOIOpen Access PDF

Abstract

Research into the possibilities of AI in cardiac CT has been growing rapidly in the last decade. With the rise of publicly available databases and AI algorithms, many researchers and clinicians have started investigations into the use of AI in the clinical workflow. This review is a comprehensive overview on the types of tasks and applications in which AI can aid the clinician in cardiac CT, and can be used as a primer for medical researchers starting in the field of AI. The applications of AI algorithms are explained and recent examples in cardiac CT of these algorithms are further elaborated on. The critical factors for implementation in the future are discussed.

Topics & Concepts

MedicineWorkflowClinical PracticeField (mathematics)Applications of artificial intelligenceArtificial intelligenceMedical physicsData scienceComputer sciencePure mathematicsMathematicsFamily medicineDatabaseCardiac Imaging and DiagnosticsAdvanced X-ray and CT ImagingMedical Imaging Techniques and Applications
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