The beating heart: artificial intelligence for cardiovascular application in the clinic

Author:

Villegas-Martinez ManuelORCID,de Villedon de Naide VictorORCID,Muthurangu VivekORCID,Bustin AurélienORCID

Abstract

AbstractArtificial intelligence (AI) integration in cardiac magnetic resonance imaging presents new and exciting avenues for advancing patient care, automating post-processing tasks, and enhancing diagnostic precision and outcomes. The use of AI significantly streamlines the examination workflow through the reduction of acquisition and postprocessing durations, coupled with the automation of scan planning and acquisition parameters selection. This has led to a notable improvement in examination workflow efficiency, a reduction in operator variability, and an enhancement in overall image quality. Importantly, AI unlocks new possibilities to achieve spatial resolutions that were previously unattainable in patients. Furthermore, the potential for low-dose and contrast-agent-free imaging represents a stride toward safer and more patient-friendly diagnostic procedures. Beyond these benefits, AI facilitates precise risk stratification and prognosis evaluation by adeptly analysing extensive datasets. This comprehensive review article explores recent applications of AI in the realm of cardiac magnetic resonance imaging, offering insights into its transformative potential in the field.

Funder

Agence Nationale de la Recherche

H2020 European Research Council

Publisher

Springer Science and Business Media LLC

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The intelligent imaging revolution: artificial intelligence in MRI and MRS acquisition and reconstruction;Magnetic Resonance Materials in Physics, Biology and Medicine;2024-06-20

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