Regional analysis of left ventricle function using a cardiac-specific polyaffine motion model

K Mcleod, C Seiler, N Toussaint, M Sermesant… - … on Functional Imaging …, 2013 - Springer
Given the complex dynamics of cardiac motion, understanding the motion for both normal
and pathological cases can aid in understanding how different pathological conditions …

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 …

A near-incompressible poly-affine motion model for cardiac function analysis

K McLeod, C Seiler, M Sermesant, X Pennec - International Workshop on …, 2012 - Springer
Understanding the motion of the heart through the cardiac cycle can give useful insight for a
range of different pathologies. In particular, quantifying regional cardiac motion can help …

Spatio-temporal dimension reduction of cardiac motion for group-wise analysis and statistical testing

K Mcleod, C Seiler, M Sermesant, X Pennec - Medical Image Computing …, 2013 - Springer
Given the observed abnormal motion dynamics of patients with heart conditions, quantifying
cardiac motion in both normal and pathological cases can provide useful insights for therapy …

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 …

Measurement and display of instantaneous regional motion of the myocardium

CD Eusemann, ME Bellemann… - … , Guidance, and Surgical …, 2000 - spiedigitallibrary.org
Quantitative assessment of regional heart motion has significant potential for more accurate
diagnosis of heart disease and/or cardiac irregularities. Local heart motion may be studied …

Three-dimensional cardiac motion estimation based on non-rigid image registration using a novel transformation model adapted to the heart

B Heyde, D Barbosa, P Claus, F Maes… - Statistical Atlases and …, 2013 - Springer
We present a novel method for tracking myocardial motion from volumetric ultrasound data
based on non-rigid image registration using an anatomical free-form deformation model …

Modeling of the geometric variation and analysis of the right atrium and right ventricle motion of the human heart using PCA

R Pilgram, KD Fritscher, R Schubert - International Congress Series, 2004 - Elsevier
Many heart diseases result in or from abnormal atrium and/or ventricle motion; therefore,
analysis of shape changes due to heart motion is crucial to diagnostic classification. This …

Descriptive and intuitive population-based cardiac motion analysis via sparsity constrained tensor decomposition

K Mcleod, M Sermesant, P Beerbaum… - Medical Image Computing …, 2015 - Springer
Analysing and understanding population-specific cardiac function is a challenging task due
to the complex dynamics observed in both healthy and diseased subjects and the difficulty in …

Personal-by-design: a 3D Electromechanical Model of the Heart Tailored for Personalisation

G Desrues, D Feuerstein, T Legay, S Cazeau… - … on Functional Imaging …, 2021 - Springer
In this work we present a coupled electromechanical model of the heart for patient-specific
simulations, and in particular cardiac resynchronisation therapy. To this end, we propose a …