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 …

A review of cardiac image registration methods

T Makela, P Clarysse, O Sipila, N Pauna… - … on medical imaging, 2002 - ieeexplore.ieee.org
In this paper, the current status of cardiac image registration methods is reviewed. The
combination of information from multiple cardiac image modalities, such as magnetic …

Finite element analysis of additive manufacturing based on fused deposition modeling: Distortions prediction and comparison with experimental data

A Cattenone, S Morganti… - Journal of …, 2019 - asmedigitalcollection.asme.org
Additive manufacturing (or three-dimensional (3D) printing) is constantly growing as an
innovative process for the production of complex-shape components. Among the seven …

Current state of three-dimensional myocardial strain estimation using echocardiography

R Jasaityte, B Heyde, J D'hooge - Journal of the American Society of …, 2013 - Elsevier
With the developments in ultrasound transducer technology and both hardware and
software computing, real-time volumetric imaging has become widely available …

A survey of shaped-based registration and segmentation techniques for cardiac images

V Tavakoli, AA Amini - Computer Vision and Image Understanding, 2013 - Elsevier
Heart disease is the leading cause of death in the modern world. Cardiac imaging is
routinely applied for assessment and diagnosis of cardiac diseases. Computerized image …

Maximum likelihood segmentation of ultrasound images with Rayleigh distribution

A Sarti, C Corsi, E Mazzini… - IEEE transactions on …, 2005 - ieeexplore.ieee.org
This study presents a geometric model and a computational algorithm for segmentation of
ultrasound images. A partial differential equation (PDE)-based flow is designed in order to …

Estimation of 3-D left ventricular deformation from medical images using biomechanical models

X Papademetris, AJ Sinusas, DP Dione… - IEEE transactions on …, 2002 - ieeexplore.ieee.org
The quantitative estimation of regional cardiac deformation from three-dimensional (3-D)
image sequences has important clinical implications for the assessment of viability in the …

An electromechanical model of the heart for image analysis and simulation

M Sermesant, H Delingette… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
This paper presents a new three-dimensional electromechanical model of the two cardiac
ventricles designed both for the simulation of their electrical and mechanical activity, and for …

Deep learning‐based carotid media‐adventitia and lumen‐intima boundary segmentation from three‐dimensional ultrasound images

R Zhou, A Fenster, Y Xia, JD Spence, M Ding - Medical physics, 2019 - Wiley Online Library
Purpose Quantification of carotid plaques has been shown to be important for assessing as
well as monitoring the progression and regression of carotid atherosclerosis. Various …

Two-dimensional strain imaging: a new echocardiographic advance with research and clinical applications

NJ Artis, DL Oxborough, G Williams, CB Pepper… - International journal of …, 2008 - Elsevier
Over the past two decades the quest for quantitative evaluation of left ventricular function
and regional wall motion has escalated, allowing several aspects of myocardial contractile …