Artificial intelligence in echocardiography: detection, functional evaluation, and disease diagnosis

J Zhou, M Du, S Chang, Z Chen - Cardiovascular ultrasound, 2021 - Springer
Ultrasound is one of the most important examinations for clinical diagnosis of cardiovascular
diseases. The speed of image movements driven by the frequency of the beating heart is …

[HTML][HTML] Artificial intelligence for the echocardiographic assessment of valvular heart disease

R Nedadur, B Wang, W Tsang - Heart, 2022 - heart.bmj.com
Developments in artificial intelligence (AI) have led to an explosion of studies exploring its
application to cardiovascular medicine. Due to the need for training and expertise, one area …

Utility of a deep-learning algorithm to guide novices to acquire echocardiograms for limited diagnostic use

A Narang, R Bae, H Hong, Y Thomas, S Surette… - JAMA …, 2021 - jamanetwork.com
Importance Artificial intelligence (AI) has been applied to analysis of medical imaging in
recent years, but AI to guide the acquisition of ultrasonography images is a novel area of …

Early detection of myocardial infarction in low-quality echocardiography

A Degerli, M Zabihi, S Kiranyaz, T Hamid… - IEEE …, 2021 - ieeexplore.ieee.org
Myocardial infarction (MI), or commonly known as heart attack, is a life-threatening health
problem worldwide from which 32.4 million people suffer each year. Early diagnosis and …

A primer on the present state and future prospects for machine learning and artificial intelligence applications in cardiology

C Manlhiot, J van den Eynde, S Kutty… - Canadian Journal of …, 2022 - Elsevier
The artificial intelligence (AI) revolution is well underway, including in the medical field, and
has dramatically transformed our lives. An understanding of the basics of AI applications …

Artificial intelligence in congenital heart disease: current state and prospects

PN Jone, A Gearhart, H Lei, F Xing, J Nahar… - JACC: Advances, 2022 - jacc.org
The current era of big data offers a wealth of new opportunities for clinicians to leverage
artificial intelligence to optimize care for pediatric and adult patients with a congenital heart …

Steps to use artificial intelligence in echocardiography

K Kusunose - Journal of echocardiography, 2021 - Springer
Artificial intelligence (AI) has influenced every field of cardiovascular imaging in all phases
from acquisition to reporting. Compared with computed tomography and magnetic …

The integration of artificial intelligence into clinical practice

VD Karalis - Applied Biosciences, 2024 - mdpi.com
The purpose of this literature review is to provide a fundamental synopsis of current research
pertaining to artificial intelligence (AI) within the domain of clinical practice. Artificial …

GUDU: Geometrically-constrained Ultrasound Data augmentation in U-Net for echocardiography semantic segmentation

C Sfakianakis, G Simantiris, G Tziritas - Biomedical Signal Processing and …, 2023 - Elsevier
Echocardiography is a very important medical examination that helps in the computation of
critical heart functions. Boundary identification, segmentation and estimation of the volume …

Application of AI in cardiovascular multimodality imaging

G Muscogiuri, V Volpato, R Cau, M Chiesa, L Saba… - Heliyon, 2022 - cell.com
Technical advances in artificial intelligence (AI) in cardiac imaging are rapidly improving the
reproducibility of this approach and the possibility to reduce time necessary to generate a …