Revolutionising Acute Cardiac Care With Artificial Intelligence: Opportunities and Challenges.

Can J Cardiol

Department of Medicine, Montréal Heart Institute, Université de Montréal, Montréal, Québec, Canada; Heartwise (heartwise.ai), Montréal Heart Institute, Montréal, Québec, Canada. Electronic address:

Published: October 2024

AI Article Synopsis

  • - The article examines how artificial intelligence (AI) can enhance patient outcomes in acute cardiac care by quickly analyzing data for predicting and diagnosing heart conditions.
  • - It discusses AI's role in various diagnostic tools like echocardiography and ECGs, while also addressing regulatory issues and categorizing AI algorithms based on their risk levels.
  • - The review highlights challenges such as data quality and bias, stressing the importance of thorough validation and inclusive data, and emphasizes the need for continued research and regulation to effectively integrate AI into healthcare.

Article Abstract

This article reviews the application of artificial intelligence (AI) in acute cardiac care, highlighting its potential to transform patient outcomes in the face of the global burden of cardiovascular diseases. It explores how AI algorithms can rapidly and accurately process data for the prediction and diagnosis of acute cardiac conditions. The review examines AI's impact on patient health across various diagnostic tools such as echocardiography, electrocardiography, coronary angiography, cardiac computed tomography, and magnetic resonance imaging, discusses the regulatory landscape for AI in health care, and categorises AI algorithms by their risk levels. Furthermore, it addresses the challenges of data quality, generalisability, bias, transparency, and regulatory considerations, underscoring the necessity for inclusive data and robust validation processes. The review concludes with future perspectives on integrating AI into clinical workflows and the ongoing need for research, regulation, and innovation to harness AI's full potential in improving acute cardiac care.

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Source
http://dx.doi.org/10.1016/j.cjca.2024.06.011DOI Listing

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