Comprehensive Modeling and Visualization of Cardiac Anatomy and Physiology from CT Imaging and Computer Simulations

被引:15
作者
Xiong, Guanglei [1 ,2 ]
Sun, Peng [1 ,2 ]
Zhou, Haoyin [1 ,2 ]
Ha, Seongmin [1 ,2 ]
Hartaigh, Briain O. [1 ,2 ]
Truong, Quynh A. [1 ,2 ]
Min, James K. [1 ,2 ]
机构
[1] Weill Cornell Med Coll, Dalio Inst Cardiovasc Imaging, New York, NY 10065 USA
[2] Weill Cornell Med Coll, Dept Radiol, New York, NY 10065 USA
关键词
Cardiac chamber; coronary artery; imaging; anatomy; physiology; perfusion; motion; strain; shear stress; bull's-eye plot; image analysis; geometric modeling; computational fluid dynamics; visualization; FRACTIONAL FLOW RESERVE; CORONARY-ARTERY-DISEASE; MYOCARDIAL-PERFUSION; BLOOD-FLOW; TOMOGRAPHY ANGIOGRAPHY; AUTOMATIC SEGMENTATION; STRESS; STENOSES; HEART; ATHEROSCLEROSIS;
D O I
10.1109/TVCG.2016.2520946
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In clinical cardiology, both anatomy and physiology are needed to diagnose cardiac pathologies. CT imaging and computer simulations provide valuable and complementary data for this purpose. However, it remains challenging to gain useful information from the large amount of high-dimensional diverse data. The current tools are not adequately integrated to visualize anatomic and physiologic data from a complete yet focused perspective. We introduce a new computer-aided diagnosis framework, which allows for comprehensive modeling and visualization of cardiac anatomy and physiology from CT imaging data and computer simulations, with a primary focus on ischemic heart disease. The following visual information is presented: (1) Anatomy from CT imaging: geometric modeling and visualization of cardiac anatomy, including four heart chambers, left and right ventricular outflow tracts, and coronary arteries; (2) Function from CT imaging: motion modeling, strain calculation, and visualization of four heart chambers; (3) Physiology from CT imaging: quantification and visualization of myocardial perfusion and contextual integration with coronary artery anatomy; (4) Physiology from computer simulation: computation and visualization of hemodynamics (e.g., coronary blood velocity, pressure, shear stress, and fluid forces on the vessel wall). Substantially, feedback from cardiologists have confirmed the practical utility of integrating these features for the purpose of computer-aided diagnosis of ischemic heart disease.
引用
收藏
页码:1014 / 1028
页数:15
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