Spatio-temporal tensor decomposition of a polyaffine motion model for a better analysis of pathological left ventricular dynamics

K McLeod, M Sermesant, P Beerbaum… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Given that heart disease can cause abnormal motion dynamics over the cardiac cycle,
understanding and quantifying cardiac motion can provide insight for clinicians to aid with …

4D modelling for rapid assessment of biventricular function in congenital heart disease

K Gilbert, B Pontre, CJ Occleshaw, BR Cowan… - The international journal …, 2018 - Springer
Although more patients with congenital heart disease (CHD) are now living longer due to
better surgical interventions, they require regular imaging to monitor cardiac performance …

Adaptive fuzzy-SIFT rule-based registration for 3D cardiac motion estimation

MS Hosseini, MH Moradi - Applied Intelligence, 2022 - Springer
Abstract 3D Speckle tracking techniques are used to quantify cardiac deformation in 3D
echocardiographic images. Elastic image registration methods are successful in solving 3D …

3D harmonic phase tracking with anatomical regularization

Y Zhou, O Bernard, E Saloux, A Manrique, P Allain… - Medical image …, 2015 - Elsevier
This paper presents a novel algorithm that extends HARP to handle 3D tagged MRI images.
HARP results were regularized by an original regularization framework defined in an …

Rapid D-Affine biventricular cardiac function with polar prediction

K Gilbert, BR Cowan, A Suinesiaputra… - … Image Computing and …, 2014 - Springer
Although many solutions have been proposed for left ventricular functional analysis of the
heart, right and left (bi-) ventricular function has been problematic due to the complex …

Synchronization and registration of cine magnetic resonance and dynamic computed tomography images of the heart

J Betancur, A Simon, B Langella… - IEEE journal of …, 2015 - ieeexplore.ieee.org
The synchronization and registration of dynamic computed tomography (CT) and magnetic
resonance images (MRI) of the heart is required to perform a combined analysis of their …

Non-rigid image registration using a modified fuzzy feature-based inference system for 3D cardiac motion estimation

MS Hosseini, MH Moradi, M Tabassian… - Computer Methods and …, 2021 - Elsevier
Background and objective Non-rigid image registration is a well-established method for
estimating cardiac motion on 3D echocardiographic images. However, such images have …

Cardiac motion evolution model for analysis of functional changes using tensor decomposition and cross-sectional data

K McLeod, K Tøndel, L Calvet… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Cardiac disease can reduce the ability of the ventricles to function well enough to sustain
long-term pumping efficiency. Recent advances in cardiac motion tracking have led to …

Highly reduced model of the cardiac function for fast simulation

MM Rohé, R Molléro, M Sermesant… - 2016 IEEE 12th Image …, 2016 - ieeexplore.ieee.org
In this article we present a drastic dimension reduction method to link the biophysical
parameters of an electromechanical model of the heart with a compact representation of …

Reduced representation of segmentation and tracking in cardiac images for group-wise longitudinal analysis

MM Rohé - 2017 - inria.hal.science
This thesis presents image-based methods for the analysis of cardiac motion to enable
group-wise statistics, automatic diagnosis and longitudinal study. This is achieved by …