Validation of artificial intelligence for assessing right ventricular function by transthoracic echocardiography compared to cardiac MRI

BC Hsia, A Lai, R Samtani, S Bienstock, S Liao… - Circulation, 2021 - Am Heart Assoc
… Introduction: Cardiac MRI (CMR) is the gold standard for right ventricular function (RVF) …
We compared a new Artificial Intelligence method that tracks the RV almost instantaneously …

Explainable artificial intelligence and cardiac imaging: toward more interpretable models

A Salih, I Boscolo Galazzo, P Gkontra… - … : Cardiovascular …, 2023 - Am Heart Assoc
… to enhance cardiac magnetic resonance imaging multiclass … improving the accuracy for
cardiac MRI segmentation in both … cardiac MRI (ground truth) and the segmented cardiac MRI by …

Utilizing Artificial Intelligence-Based Deformable Registration for Global and Layer-Specific Cardiac MRI Strain Analysis in Healthy Children and Young Adults

S Priya, T Hartigan, SS Perry, S Goetz… - Academic radiology, 2024 - Elsevier
… Multilayer strain analysis has been applied to various adult cardiac pathologies, including
… This study utilizes the artificial intelligence-based DRA for strain analysis in a pediatric …

Automation, machine learning, and artificial intelligence in echocardiography: a brave new world

S Gandhi, W Mosleh, J Shen, CM Chow - Echocardiography, 2018 - Wiley Online Library
… an echocardiographic atlas of cardiac chamber shapes are … contour adjustments and cardiac
MRI measurements; further … cardiac MRI, however, larger and comparable to cardiac MRI

How should studies using AI be reported? Lessons from a systematic review in cardiac MRI

A Maiter, M Salehi, AJ Swift, S Alabed - Frontiers in radiology, 2023 - frontiersin.org
artificial intelligence (AI) tools for cardiac imaging. Amongst these are AI tools that undertake
segmentation of structures on cardiac MRI (… to segmentation in cardiac MRI (Alabed et al. …

Artificial Intelligence-Based Evaluation of Functional Cardiac Magnetic Resonance Imaging

Q Tao, RJ van der Geest - Artificial Intelligence in Cardiothoracic Imaging, 2022 - Springer
… analysis society to design artificial intelligence (AI) methods for … tasks, namely, cardiac
segmentation, cardiac motion tracking, … Cardiac MRI: a new gold standard for ventricular volume …

… Echocardiography Guideline-recommended parameters of right ventricular dysfunction using artificial intelligence compared with cardiac magnetic resonance imaging

BC Hsia, A Lai, S Singh, R Samtani, S Bienstock… - Journal of the American …, 2023 - Elsevier
… in the evaluation of cardiac function, but its assessment using standard transthoracic
echocardiography (TTE) remains challenging. Cardiac magnetic resonance imaging (CMR) is …

[PDF][PDF] Artificial intelligence and cardiovascular imaging: A win-win combination.

LP Badano, DM Keller, D Muraru… - Anatolian Journal of …, 2020 - jag.journalagent.com
Artificial intelligence Artificial intelligence (AI) is the branch of computer science that refers to
the ability of computers and robots to perform skills that are typical of intelligentcardiac MRI

Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging

L Szabo, Z Raisi-Estabragh, A Salih… - … in Cardiovascular …, 2022 - frontiersin.org
… ) promoter methylation from brain magnetic resonance imaging (MRI) scans (127). Overall,
1,555 teams of many thousands of researchers took a large dataset of MRI scans and the …

Artificial intelligence for MR image reconstruction: an overview for clinicians

DJ Lin, PM Johnson, F Knoll… - … of Magnetic Resonance …, 2021 - Wiley Online Library
… Acquisition acceleration has always been imperative in abdominal MRI due to the challenges
of cardiac and respiratory motion and the limitations of patient breath-holds. Chen et al …