Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data - McLeod, Kristin; Tondel, Kristin; Calvet, Lilian; Sermesant, Maxime; Pennec, Xavier (IEEE transactions on biomedical engineering, 2018)
Keywords: Abnormalities; Adolescent; Adult; Age; Algorithms; Analytical models; Cardiac disease; Cardiac function; Cardiac motion tracking; Child; Computer Science; Coronary artery disease; Data processing; Evolution; evolution modelling; Female; Heart; Heart - diagnostic imaging; Heart diseases; Heart Ventricles - diagnostic imaging; Humans; Image Processing, Computer-Assisted - methods; Image registration; Least squares method; Magnetic Resonance Imaging, Cine; Male; Mathematical models; Medical Imaging; Models, Cardiovascular; Motion tracking; Movement - physiology; N-way PLS; non-rigid image registration; Parameterization; Parameters; Population (statistical); population statistics; spatio-temporal alignment; Spatiotemporal phenomena; Statistical analysis; Tensile stress; tensor decomposition; Tensors; Tetralogy of Fallot; Tetralogy of Fallot - diagnostic imaging; Ventricle; Young Adult; Tetralogy of Fallot; evolution modelling; N-way PLS; atlas; spatio-temporal alignment; non-rigid image registration; population statistics; tensor decomposition; Cardiac motion tracking