Image-based cardiac diagnosis with machine learning: a review

C Martin-Isla, VM Campello, C Izquierdo… - Frontiers in …, 2020 - frontiersin.org
Cardiac imaging plays an important role in the diagnosis of cardiovascular disease (CVD).
Until now, its role has been limited to visual and quantitative assessment of cardiac structure …

The role of artificial intelligence in cardiovascular imaging: state of the art review

K Seetharam, D Brito, PD Farjo… - Frontiers in …, 2020 - frontiersin.org
In this current digital landscape, artificial intelligence (AI) has established itself as a powerful
tool in the commercial industry and is an evolving technology in healthcare. Cutting-edge …

Machine learning approaches in cardiovascular imaging

M Henglin, G Stein, PV Hushcha, J Snoek… - Circulation …, 2017 - Am Heart Assoc
Cardiovascular imaging technologies continue to increase in their capacity to capture and
store large quantities of data. Modern computational methods, developed in the field of …

Applications of artificial intelligence in multimodality cardiovascular imaging: a state-of-the-art review

B Xu, D Kocyigit, R Grimm, BP Griffin… - Progress in cardiovascular …, 2020 - Elsevier
There has been a tidal wave of recent interest in artificial intelligence (AI), machine learning
and deep learning approaches in cardiovascular (CV) medicine. In the era of modern …

Cardiac imaging: working towards fully-automated machine analysis & interpretation

PJ Slomka, D Dey, A Sitek, M Motwani… - Expert review of …, 2017 - Taylor & Francis
Introduction: Non-invasive imaging plays a critical role in managing patients with
cardiovascular disease. Although subjective visual interpretation remains the clinical …

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 …

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 …

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 …

Deep learning-based cardiovascular image diagnosis: a promising challenge

KKL Wong, G Fortino, D Abbott - Future Generation Computer Systems, 2020 - Elsevier
Artificial intelligence (AI) is becoming a vital concept in medicine leading to a rapid
emergence of important tools for medical diagnostics. Now, as a crucial machine learning …

Deep learning for cardiovascular imaging: A review

RM Wehbe, AK Katsaggleos, KJ Hammond… - JAMA …, 2023 - jamanetwork.com
Importance Artificial intelligence (AI), driven by advances in deep learning (DL), has the
potential to reshape the field of cardiovascular imaging (CVI). While DL for CVI is still in its …