A comprehensive review of applications of Artificial Intelligence in Echocardiography.

SN Qayyum - Current Problems in Cardiology, 2023 - Elsevier
Artificial intelligence has emerged as a high-precision tool to automate echocardiographic
analysis. This review discusses AI algorithms that have been utilized at various steps of …

Utilization of artificial intelligence in echocardiography

K Kusunose, A Haga, T Abe, M Sata - Circulation Journal, 2019 - jstage.jst.go.jp
Artificial intelligence (AI) has the potential to improve analysis and interpretation of medical
… From our comprehensive review, we believe AI has the potential to improve accuracy of …

Current challenges and recent updates in artificial intelligence and echocardiography

N Gahungu, R Trueick, S Bhat, PP Sengupta… - Current Cardiovascular …, 2020 - Springer
… This review discusses the recent advances in automated echocardiography using artificial
intelligence and machine learning (ML) techniques. Specific emphasis is placed on the …

Artificial intelligence applied to support medical decisions for the automatic analysis of echocardiogram images: A systematic review

VS de Siqueira, MM Borges, RG Furtado… - Artificial intelligence in …, 2021 - Elsevier
… [83] developed a recurrent multi-view aggregation network (MV-RAN) to perform segmentation
of echocardiographic sequences with the complete analysis of the cardiac cycle. The …

The role of artificial intelligence in echocardiography

K Seetharam, S Raina, PP Sengupta - Current Cardiology Reports, 2020 - Springer
Machine learning (ML), a branch of artificial intelligence (AI), can help health care providers
navigate … In this review article, we describe the role of AI and ML in echocardiography. …

Artificial intelligence in echocardiography for anesthesiologists

X Chen, CA Owen, EC Huang, BD Maggard… - … of Cardiothoracic and …, 2021 - Elsevier
echocardiographic data while adding increased accuracy and consistency to interpretation…
This review aims to summarize practical use of artificial intelligence in echocardiography

Deep learning supported echocardiogram analysis: A comprehensive review

G Sanjeevi, U Gopalakrishnan… - Artificial Intelligence in …, 2024 - Elsevier
… This comprehensive review includes over 97 papers that cover a broad spectrum of DL
applications for TTE analysis. … This comprehensive review aims to understand and present the …

Harnessing the Power of AI: A Comprehensive Review of Left Ventricular Ejection Fraction Assessment With Echocardiography

B Barris, A Karp, M Jacobs, WH Frishman - Cardiology in Review, 2024 - journals.lww.com
review will delineate the latest advancements of AI in evaluating LVEF through echocardiography
… solutions to these challenges through the incorporation of artificial intelligence (AI). …

Routine echocardiography and artificial intelligence solutions

MJ Schuuring, I Išgum, B Cosyns… - Frontiers in …, 2021 - frontiersin.org
… digital echocardiography images and recent advent of AI technology have created an environment
in which artificial intelligence (… AI solutions for echocardiography analysis on methods' …

Artificial intelligence-enhanced echocardiography for systolic function assessment

Z Zhang, Y Zhu, M Liu, Z Zhang, Y Zhao… - Journal of Clinical …, 2022 - mdpi.com
… can be achieved based on echocardiographic images. This review attempts to thoroughly
explain the … by echocardiography and discusses the challenges and promises of this new field. …