Incorporation of Perfusion Information Into a Finite Element Model of the Left Ventricle

Author(s):  
A. I. Veress ◽  
G. S. K. Fung ◽  
B. M. W. Tsui ◽  
W. P. Segars ◽  
G. T. Gullberg

The 4D NCAT and XCAT phantoms have been found useful in the simulation of medical image data especially SPECT, PET, CT and more recently MRI. The phantoms provide realistic models of the anatomical structures and respiratory and cardiac motions of humans. When combined with accurate models of the physics and instrumentation involved in the imaging process, accurate and realistic simulation data that closely mimic those acquired from patients can be obtained. However, a limitation to the 4D NCAT/XCAT series of phantoms is that the cardiac motion incorporated in the NCAT/XCAT was based on a single set of gated tagged MRI data of a particular normal male subject so that the definitions of pathologies such as ischemia and infarction in the phantoms had no physiological basis. Our previous work sought to overcome this limitation by incorporating into the phantoms, a physiologically based finite-element (FE) mechanical model for the left ventricle (LV). These model was found to accurately simulate both the normal motion of the LV as well as abnormal motions due to ischemia [1] and infarction [2]. One of the primary limitations of these models is that they have overly simplistic geometries (Figure 1) representing the ischemic or infarcted regions.

2015 ◽  
Vol 137 (5) ◽  
Author(s):  
Alexander I. Veress ◽  
George S. K. Fung ◽  
Taek-Soo Lee ◽  
Benjamin M. W. Tsui ◽  
Gregory A. Kicska ◽  
...  

This paper describes the process in which complex lesion geometries (specified by computer generated perfusion defects) are incorporated in the description of nonlinear finite element (FE) mechanical models used for specifying the motion of the left ventricle (LV) in the 4D extended cardiac torso (XCAT) phantom to simulate gated cardiac image data. An image interrogation process was developed to define the elements in the LV mesh as ischemic or infarcted based upon the values of sampled intensity levels of the perfusion maps. The intensity values were determined for each of the interior integration points of every element of the FE mesh. The average element intensity levels were then determined. The elements with average intensity values below a user-controlled threshold were defined as ischemic or infarcted depending upon the model being defined. For the infarction model cases, the thresholding and interrogation process were repeated in order to define a border zone (BZ) surrounding the infarction. This methodology was evaluated using perfusion maps created by the perfusion cardiac-torso (PCAT) phantom an extension of the 4D XCAT phantom. The PCAT was used to create 3D perfusion maps representing 90% occlusions at four locations (left anterior descending (LAD) segments 6 and 9, left circumflex (LCX) segment 11, right coronary artery (RCA) segment 1) in the coronary tree. The volumes and shapes of the defects defined in the FE mechanical models were compared with perfusion maps produced by the PCAT. The models were incorporated into the XCAT phantom. The ischemia models had reduced stroke volume (SV) by 18–59 ml. and ejection fraction (EF) values by 14–50% points compared to the normal models. The infarction models, had less reductions in SV and EF, 17–54 ml. and 14–45% points, respectively. The volumes of the ischemic/infarcted regions of the models were nearly identical to those volumes obtained from the perfusion images and were highly correlated (R2 = 0.99).


1983 ◽  
Vol 16 (1) ◽  
pp. 45-58 ◽  
Author(s):  
Alan Needleman ◽  
Stuart A. Rabinowitz ◽  
Daniel K. Bogen ◽  
Thomas A. McMahon

2009 ◽  
Author(s):  
F. Scott Gayzik ◽  
Craig A. Hamilton ◽  
Josh C. Tan ◽  
Craig McNally ◽  
Stefan M. Duma ◽  
...  

2019 ◽  
Vol 116 (3) ◽  
pp. 30a
Author(s):  
Charles K. Mann ◽  
Zhanqui Liu ◽  
Xiaoyan Zhang ◽  
Kenneth Campbell ◽  
Jonathan Wenk

2010 ◽  
Vol 89 (5) ◽  
pp. 1546-1553 ◽  
Author(s):  
Jonathan F. Wenk ◽  
Zhihong Zhang ◽  
Guangming Cheng ◽  
Deepak Malhotra ◽  
Gabriel Acevedo-Bolton ◽  
...  

1991 ◽  
Vol 24 (7) ◽  
pp. 527-538 ◽  
Author(s):  
Jacques M. Huyghe ◽  
Dick H. van Campen ◽  
Theo Arts ◽  
Robert M. Heethaar

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