Title :
Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imaging
Author :
Alessandrini, M. ; Heyde, B. ; Giffard-Roisin, S. ; Delingette, H. ; Sermesant, M. ; Allain, P. ; Bernard, O. ; De Craene, M. ; D´hooge, J.
Abstract :
Despite the overwhelming availability of techniques for computation of cardiac deformation and strain with 2D echocardiography, their widespread dissemination in clinical practice is still held back by the reported low reproducibility between different solutions. This can in part be attributed to the lack of a solid and open quality assurance framework to assess and compare their performance. Building upon our previous work, we present here a new pipeline for the benchmarking of such algorithms making use of realistic 2D synthetic sequences. While the synthetic motion is fully controlled by a computational heart model, the visual appearance is extremely similar to a real ultrasound recording. The pipeline is used to generate an initial library of four sequences.
Keywords :
biomechanics; deformation; echocardiography; image sequences; medical image processing; 2D echocardiography; cardiac deformation; cardiac strain; computational heart model; deformation imaging standardization; quality assurance; real ultrasound recording; realistic 2D synthetic sequences; synthetic motion; ultra-realistic synthetic echocardiographic sequences; Computational modeling; Heart; Pipelines; Solid modeling; Strain; Three-dimensional displays; Ultrasonic imaging; cardiac deformation; echocardiography; simulation; standardization;
Conference_Titel :
Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on
Conference_Location :
New York, NY
DOI :
10.1109/ISBI.2015.7163982