Towards cardiovascular risk stratification using imaging data.
Towards cardiovascular risk stratification using imaging data.
复制标题
使用影像数据进行心血管风险分层。
DOI：
10.1109/iembs.2009.5335388
复制
发表时间：
2009
期刊：
影响因子：
--
通讯作者：
Naghavi,M
中科院分区：
文献类型：
--
作者：
Kakadiaris,IA;Kurkure,U;Mendizabal-Ruiz,EG;Naghavi,M
In spite of the advancement and proliferation of cardiovascular imaging data, the rate of deaths due to unpredicted heart attack remains high. Thus, it becomes imperative to develop novel computational tools to mine quantitative parameters from imaging data for early detection and diagnosis of asymptomatic cardiovascular disease. In this paper, we present our progress towards developing a computational framework to mine cardiac imaging data and provide quantitative measures for developing a new risk assessment method. Specifically, we present computational methods developed for the detection of coronary calcification and segmentation of thoracic aorta in non-contrast cardiac computed tomography, and detection of neovessels in plaques in intravascular ultrasound imaging data.
