Explainable artificial intelligence and cardiac imaging: toward more interpretable models
Artificial intelligence applications have shown success in different medical and health care
domains, and cardiac imaging is no exception. However, some machine learning models …
domains, and cardiac imaging is no exception. However, some machine learning models …
Applications of artificial intelligence in cardiovascular imaging
M Sermesant, H Delingette, H Cochet, P Jaïs… - Nature Reviews …, 2021 - nature.com
Research into artificial intelligence (AI) has made tremendous progress over the past
decade. In particular, the AI-powered analysis of images and signals has reached human …
decade. In particular, the AI-powered analysis of images and signals has reached human …
Artificial intelligence in cardiovascular imaging—principles, expectations, and limitations
C Antoniades, EK Oikonomou - European Heart Journal, 2024 - academic.oup.com
The arrival of artificial intelligence (AI) in cardiovascular medicine has introduced many new
words and concepts to our dictionary. AI is already being used as part of medical software to …
words and concepts to our dictionary. AI is already being used as part of medical software to …
Artificial intelligence in cardiac imaging: where we are and what we want
Artificial intelligence (AI) is spreading to every aspect of cardiac imaging, including study
indication, protocol selection, image acquisition and reconstruction, data post-processing …
indication, protocol selection, image acquisition and reconstruction, data post-processing …
Artificial intelligence in cardiology: applications and obstacles
A Danilov, WS Aronow - Current Problems in Cardiology, 2023 - Elsevier
Artificial intelligence (AI) technology is poised to alter the flow of daily life, and in particular,
medicine, where it may eventually complement the physician's work in diagnosing and …
medicine, where it may eventually complement the physician's work in diagnosing and …
Artificial intelligence will transform cardiac imaging—opportunities and challenges
SE Petersen, M Abdulkareem, T Leiner - Frontiers in cardiovascular …, 2019 - frontiersin.org
Artificial intelligence (AI) using machine learning techniques will change healthcare as we
know it. While healthcare AI applications are currently trailing behind popular AI …
know it. While healthcare AI applications are currently trailing behind popular AI …
[HTML][HTML] Survey of explainable artificial intelligence techniques for biomedical imaging with deep neural networks
Artificial Intelligence (AI) techniques of deep learning have revolutionized the disease
diagnosis with their outstanding image classification performance. In spite of the outstanding …
diagnosis with their outstanding image classification performance. In spite of the outstanding …
Artificial intelligence in cardiovascular imaging:“unexplainable” legal and ethical challenges?
M Lang, A Bernier, BM Knoppers - Canadian Journal of Cardiology, 2022 - Elsevier
Nowhere is the influence of artificial intelligence (AI) likely to be more profoundly felt than in
health care, from patient triage and diagnosis to surgery and follow-up. Over the medium …
health care, from patient triage and diagnosis to surgery and follow-up. Over the medium …
Survey of explainable AI techniques in healthcare
Artificial intelligence (AI) with deep learning models has been widely applied in numerous
domains, including medical imaging and healthcare tasks. In the medical field, any judgment …
domains, including medical imaging and healthcare tasks. In the medical field, any judgment …
Proceedings of the NHLBI workshop on artificial Intelligence in cardiovascular imaging: translation to patient care
Artificial intelligence (AI) promises to revolutionize many fields, but its clinical
implementation in cardiovascular imaging is still rare despite increasing research. We …
implementation in cardiovascular imaging is still rare despite increasing research. We …